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Computer Architecture

The doctoral programme in Computer Architecture is delivered by the UPC’s Department of Computer Architecture. The main aim of the programme, which has a long track record, is to produce researchers with capabilities of the highest international standard in the subject areas it covers; namely, computer architecture, operating systems, communications and computer networks. 

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COORDINATOR

Careglio, Davide

CONTACT

Doctoral Unit - ICT North Campus Management and Support Unit (UTGCNTIC). C. Jordi Girona, 1-3. Building B4-003 (North Campus)
Tel.: 934 054 198
E-mail: doctorat.ac@upc.edu

http://www.ac.upc.edu/ca/docencia/doctorat/programa-de-doctorat-arquitectura-de-computadors

General information

Access profile

The doctoral programme focuses primarily on computer architecture. Applicants must therefore hold a master's degree in an area that covers this field (i.e. computer sciences). The appropriateness of a student’s qualifications will be determined based on the academic curriculum vitae they submit when applying for admission.

As a general rule, to be admitted to the doctoral programme offered by the Department of Computer Architecture, applicants should have completed a bachelor's degree, preferably in informatics or telecommunications, and a master's degree in one of these areas, such as the master's degree in Innovation and Research in Informatics (MIRI) in any of its specialisations. Applicants must also have a high level of English proficiency and be willing to join a working group, participate in research projects, travel and undertake periods of mobility abroad, and interact with colleagues outside the UPC (staff of companies and research centres, members of other groups, etc.).

Output profile

Doctoral candidates who complete a doctoral degree will have acquired the following competencies, which are needed to carry out quality research (Royal Decree 99/2011, of 28 January, which regulates official doctoral studies):

a) A systematic understanding of the field of study and a mastery of the research skills and methods related to the field.
b) An ability to conceive, design or create, put into practice and adopt a substantial process of research or creation.
c) An ability to contribute to pushing back the frontiers of knowledge through original research.
d) A capacity for critical analysis and an ability to assess and summarise new and complex ideas.
e) An ability to communicate with the academic and scientific community and with society in general as regards their fields of knowledge in the manner and languages that are typical of the international scientific community to which they belong.
f) An ability to foster scientific, technological, social, artistic and cultural progress in academic and professional contexts within a knowledge-based society.

The award of a doctoral degree must equip the graduate for work in a variety of settings, especially those requiring creativity and innovation. Doctoral graduates must have at least acquired the personal skills needed to:

a) Develop in contexts in which there is little specific information.
b) Find the key questions that must be answered to solve a complex problem.
c) Design, create, develop and undertake original, innovative projects in their field.
d) Work as part of a team and independently in an international or multidisciplinary context.
e) Integrate knowledge, deal with complexity and make judgements with limited information.
f) Offer criticism on and intellectually defend solutions.

Finally, with respect to competencies, doctoral students must:

a) have acquired advanced knowledge at the frontier of their discipline and demonstrated, in the context of internationally recognised scientific research, a deep, detailed and well-grounded understanding of theoretical and practical issues and scientific methodology in one or more research fields;
b) have made an original and significant contribution to scientific research in their field of expertise that has been recognised as such by the international scientific community;
c) have demonstrated that they are capable of designing a research project that serves as a framework for carrying out a critical analysis and assessment of imprecise situations, in which they are able to apply their contributions, expertise and working method to synthesise new and complex ideas that yield a deeper knowledge of the research context in which they work;
d) have developed sufficient autonomy to set up, manage and lead innovative research teams and projects and scientific collaborations (both national and international) within their subject area, in multidisciplinary contexts and, where appropriate, with a substantial element of knowledge transfer;
e) have demonstrated that they are able to carry out their research activity in a socially responsible manner and with scientific integrity;
f) have demonstrated that they are able to participate in scientific discussions at the international level in their field of expertise and disseminate the results of their research activity to audiences of all kinds;
g) have demonstrated, within their specific scientific context, that they are able to make cultural, social or technological advances and promote innovation in all areas within a knowledge-based society.

Number of places

40

Duration of studies and dedication regime

Duration
The maximum period of study for full-time doctoral studies is three years, counted from the date of admission to the programme to the date of submission of the doctoral thesis. The academic committee of the doctoral programme may authorise a doctoral candidate to pursue doctoral studies on a part-time basis. In this case, the maximum period of study is five years, counting from the date of admission to the programme to the date of submission of the doctoral thesis. For calculating these periods, the date of admission is considered to be the date of the first enrolment for tutorials, and the date of submission the moment in which the Doctoral School officially deposits the doctoral thesis.

For full-time doctoral candidates, the minimum period of study is two years, counted from the date of an applicant's admission to the programme until the date on which the doctoral thesis is deposited; for part-time doctoral candidates it is four years. When there are justified grounds for doing so, and the thesis supervisor and academic tutor have given their authorisation, doctoral candidates may request that the academic committee of their doctoral programme exempt them from the minimum period of study requirement.

The calculation of periods of study will not include periods of absence due to illness, pregnancy or any other reason provided for in the regulations in force. Students who find themselves in any of these circumstances must notify the academic committee of the doctoral programme, which, where appropriate, must inform the Doctoral School. Doctoral candidates may also temporarily withdraw from the programme for up to one year, and this period may be extended for an additional year. Doctoral candidates who wish to interrupt their studies must submit a justified request to the academic committee of the doctoral programme, which will decide whether or not to approve the request. Each programme will establish conditions for readmission to doctoral studies.

Extension
If full-time doctoral candidates have not applied to deposit their thesis by the end of the three-year period of study, the academic committee of the programme may authorise an extension of up to one year. In exceptional circumstances, a further one-year extension may be granted, subject to the conditions established by the corresponding doctoral programme. In the case of part-time doctoral candidates, an extension of two years may be authorised. In both cases, in exceptional circumstances a further one-year extension may be granted by the Doctoral School's Standing Committee, upon the submission of a reasoned application by the academic committee of the doctoral programme.

Dismissal from the doctoral programme
A doctoral candidate may be dismissed from a doctoral programme for the following reasons:

  • The doctoral candidate submitting a justified application to withdraw from the programme.
  • The maximum period of study and of extensions thereof ending.
  • The doctoral candidate not having enrolled every academic year (unless he or she has been authorised to temporarily withdraw).
  • The doctoral candidate failing two consecutive assessments.
  • The doctoral candidate having disciplinary proceedings filed against him or her that rule that he or she must be dismissed from the UPC.

Dismissal from the programme implies that doctoral candidates cannot continue studying at the UPC and the closing of their academic record. This notwithstanding, they may apply to the academic committee of the programme for readmission and the committee must reevaluate them in accordance with the criteria established in the regulations.

Organization

COORDINATOR:
ACADEMIC COMMISSION OF THE PROGRAM:
Other Universities:



STRUCTURAL UNITS:
  • Department of Computer Architecture (PROMOTORA)
SPECIFIC URL OF THE DOCTORAL PROGRAM:
http://www.ac.upc.edu/ca/docencia/doctorat/programa-de-doctorat-arquitectura-de-computadors

CONTACT:

Doctoral Unit - ICT North Campus Management and Support Unit (UTGCNTIC). C. Jordi Girona, 1-3. Building B4-003 (North Campus)
Tel.: 934 054 198
E-mail: doctorat.ac@upc.edu


Agreements with other institutions

BSC (Barcelona Supercomputing Center)

Access, admission and registration

Access profile

The doctoral programme focuses primarily on computer architecture. Applicants must therefore hold a master's degree in an area that covers this field (i.e. computer sciences). The appropriateness of a student’s qualifications will be determined based on the academic curriculum vitae they submit when applying for admission.

As a general rule, to be admitted to the doctoral programme offered by the Department of Computer Architecture, applicants should have completed a bachelor's degree, preferably in informatics or telecommunications, and a master's degree in one of these areas, such as the master's degree in Innovation and Research in Informatics (MIRI) in any of its specialisations. Applicants must also have a high level of English proficiency and be willing to join a working group, participate in research projects, travel and undertake periods of mobility abroad, and interact with colleagues outside the UPC (staff of companies and research centres, members of other groups, etc.).

Access requirements

Applicants must hold a Spanish bachelor’s degree or equivalent and a Spanish master’s degree or equivalent, provided they have completed a minimum of 300 ECTS credits on the two degrees (Royal Decree 43/2015, of 2 February)

In addition, the following may apply:

  • Holders of an official degree awarded by a university in Spain or any other country in the European Higher Education Area, pursuant to the provisions of Article 16 of Royal Decree 1393/2007, of 29 October, which establishes official university course regulations, who have completed a minimum of 300 ECTS credits on official university degrees, of which at least 60 must be at the master's degree level.
  • Holders of an official Spanish bachelor’s degree comprising at least 300 credits, as provided for by EU regulations. Holder of degrees of this kind must complete bridging courses unless the curriculum of the bachelor’s degree in question included research training credits equivalent in value to those which would be earned on a master's degree.
  • Holders of an official university qualification who, having passed the entrance examination for specialised medical training, have completed at least two years of a training course leading to an official degree in a health-sciences specialisation.
  • Holders of a degree issued under a foreign education system. In these cases, homologation is not required, but the UPC must verify that the degree certifies a level of training equivalent to an official Spanish master's degree and qualifies the holder for admission to doctoral studies in the country where it was issued. Admission on this basis does not imply homologation of the foreign degree or its recognition for any purpose other than admission to doctoral studies.
  • Holders of a Spanish doctoral qualification issued under previous university regulations.
  • Note 1: Doctoral studies entrance regulations for holders of an undergraduate degree awarded before the introduction of the EHEA (CG 47/02 2014)

    Note 2: Governing Council Decision 64/2014, which approves the procedure and criteria for assessing the fulfilment of academic admission requirements for doctoral studies by holders of non-homologated foreign degrees (CG 25/03 2014)

Admission criteria and merits assessment

Given the highly heterogeneous academic environment, to ensure that applicants have an appropriate background, the programme has modified its internal admission procedure. Admission requirements are now grouped in two categories: formal and conceptual. If an applicant does not meet the formal conditions, the conceptual requirements are not considered.

Formal analysis (FA)

Applicants must meet the requirements established in the administrative regulations for programme. The focus here is on ensuring that applicants have the level of studies and the number of credits required. Applicants who do not meet these requirements will not be admitted to the programme.

Conceptual analysis (CA)

This includes points related to the applicant’s level of knowledge and capabilities. Another factor taken into account is whether there is a research group interested in the work the applicant wishes to undertake. In this section, the following requirements apply:

• ED: An engineering degree related to the subject area of the programme, preferably in informatics or telecommunications. In exceptional cases, students with other qualifications, such as a degree in mathematics or a master's degree in computer science, may also be admitted.

• RG: Whether or not the applicant has the support of a research group linked to the programme and a supervisor/tutor to complete their doctoral thesis.

• BA: Experience or explicit knowledge of computer architecture; acquired, for example, by completing a master’s thesis in this area, collaborating with a group working in the field, etc.

• EN: Proficiency in English, certified by an internationally accepted testing system (TOEFL, etc.).

• FU: Availability of funding for the student’s research, whether through the institution where they completed their previous studies or through the group in which the thesis work would be carried out.

All of these factors will be taken into account by applying the following formula:
Admission: FA*(0.1ED + 0.4RG + 0.1BA + 0.2EN + 0.2FU)

Training complements

To ensure that students admitted to the programme have the knowledge they need to make good progress, the academic committee of the doctoral programme may require that they pass specific bridging courses. Additional training requirements will be determined based on each student's academic background. In such cases, the committee will keep track of the bridging courses completed and establish appropriate criteria to limit their duration. Bridging courses may provide research or cross-disciplinary training, but in no case may doctoral students be required to enrol for 60 or more ECTS credits. Taking into account the doctoral student activity report, the academic committee may propose measures that complement those specified in the regulations and which result in doctoral students who do not meet the specified requirements being excluded from the programme.

Therefore, the organisers of the doctoral programme may admit students on the condition that they complete specific bridging courses to fill gaps identified in their academic background and ensure that they have the knowledge needed to successfully complete their doctoral studies. The number of bridging courses required will depend on each student's background and may require the completion of 18 or 30 additional ECTS credits. The following considerations will apply: 

• Credits for additional training will correspond to three or five master's level subjects, selected from among master’s degrees linked to the doctoral programme. 

• The academic committee will decide how many credits a student must take by reviewing the subjects they took to earn their entrance qualification in order to identify possible gaps in their knowledge. A range of factors are taken into account to determine what subjects a student must take. Apart from subject names, other points considered include the number of hours of study completed for each subject, the topics covered, and even the university where the subjects were taken. The syllabus for each subject will be reviewed, with particular attention to the number of hours allocated in the syllabus. 

• The specific subjects to be taken will be determined by the academic committee in agreement with the student's tutor. Subjects will be selected with the aim of achieving two key goals: i) increasing the student’s knowledge in areas where gaps have been identified; ii) increasing their knowledge in the area of their doctoral thesis.

Enrolment period for new doctoral students

Students enrolling in the doctoral programme for the first time must do so by the deadline specified in the admission decision.
Unless otherwise expressly indicated, enrolments corresponding to admission decisions issued from the second half of April on must be completed within the ordinary enrolment period for the current academic year. 

More information at the registration section for new doctoral students

Enrolment period

Ordinary period for second and successive enrolments: first half of October.

More information at the general registration section

Monitoring and evaluation of the doctoral student

Procedure for the preparation and defense of the research plan

Doctoral candidates must submit a research plan, which will be included in their doctoral student activity report, before the end of the first year. The plan may be improved over the course of the doctoral degree. It must be endorsed by the tutor and the supervisor, and it must include the method that is to be followed and the aims of the research.

At least one of these annual assessments will include a public presentation and defence of the research plan and work done before a committee composed of three doctoral degree holders, which will be conducted in the manner determined by each academic committee. The examination committee awards a Pass or Fail mark. A Pass mark is a prerequisite for continuing on the doctoral programme. Doctoral candidates awarded a Fail mark must submit a new research plan for assessment by the academic committee of the doctoral programme within six months.

The committee assesses the research plan every year, in addition to all of the other activities in the doctoral student activity report. Doctoral candidates who are awarded two consecutive Fail marks for the research plan will be obliged to definitely withdraw from the programme.

If they change the subject of their thesis, they must submit a new research plan.

Formation activities

Tutorial hours are considered highly important for training students and monitoring their progress. Time spent on tutorials is estimated as follows:

Activity: Tutorial.

Hours: 2 hours/week × 48 weeks of class × 3 years = 288 hours. 

Type: compulsory

In weekly tutorials, students will discuss their work and the progress they are making with their tutor. Tutors may provide students with guidance based on the results obtained and anticipated progress with the aim of facilitating achievement of objectives that have been set. During the hours allocated for these sessions, tutors may also talk to students about research groups that are working in areas closely related to the topic of their thesis and that may be interested in engaging with the work to be carried out by the student, or that it may be worthwhile for the student to contact to discuss possible collaborations. Tutorials may also include internal meetings with other members of the research group to discuss issues of common interest in relation to the research being conducted.

This activity will continue throughout the time that it takes a student to complete their doctoral thesis (estimated at three years).

Procedure for assignment of tutor and thesis director

The academic committee of the doctoral programme assigns a thesis supervisor to each doctoral candidate when they are admitted or enrol for the first time, taking account of the thesis supervision commitment referred to in the admission decision.

The thesis supervisor will ensure that training activities carried out by the doctoral candidate are coherent and suitable, and that the topic of the candidate’s doctoral thesis will have an impact and make a novel contribution to knowledge in the relevant field. The thesis supervisor will also guide the doctoral candidate in planning the thesis and, if necessary, tailoring it to any other projects or activities undertaken. The thesis supervisor will generally be a UPC professor or researcher who holds a doctoral degree and has documented research experience. This includes PhD-holding staff at associated schools (as determined by the Governing Council) and UPC-affiliated research institutes (in accordance with corresponding collaboration and affiliation agreements). When thesis supervisors are UPC staff members, they also act as the doctoral candidate’s tutor.

PhD holders who do not meet these criteria (as a result of their contractual relationship or the nature of the institution to which they are attached) must be approved by the UPC Doctoral School's Standing Committee in order to participate in a doctoral programme as researchers with documented research experience.

The academic committee of the doctoral programme may approve the appointment of a PhD-holding expert who is not a UPC staff member as a candidate’s thesis supervisor. In such cases, the prior authorisation of the UPC Doctoral School's Standing Committee is required. A UPC staff member who holds a doctoral degree and has documented research experience must also be proposed to act as a co-supervisor, or as the doctoral candidate’s tutor if one has not been assigned.

A thesis supervisor may step down from this role if there are justified reasons (recognised as valid by the committee) for doing so. If this occurs, the academic committee of the doctoral programme will assign the doctoral candidate a new thesis supervisor.

Provided there are justified reasons for doing so, and after hearing any relevant input from the doctoral candidate, the academic committee of the doctoral programme may assign a new thesis supervisor at any time during the period of doctoral study.

If there are academic reasons for doing so (an interdisciplinary topic, joint or international programmes, etc.) and the academic committee of the programme gives its approval, an additional thesis supervisor may be assigned. Supervisors and co-supervisors have the same responsibilities and academic recognition.

The maximum number of supervisors of a doctoral thesis is two: a supervisor and a co-supervisor.

For theses carried out under a cotutelle agreement or as part of an Industrial Doctorate, if necessary and if the agreement foresees it this maximum number of supervisors may not apply. This notwithstanding, the maximum number of supervisors belonging to the UPC is two.

More information at the PhD theses section

Permanence

The academic committee of the programme may authorise an extension of up to one year for full-time doctoral candidates who have not applied to deposit their thesis by the end of the three-year period of study, in the terms outlined in the Academic Regulations for Doctoral Studies of the Universitat Politècnica de Catalunya. In the case of part-time candidates, an extension of two years may be authorised. In both cases, in exceptional circumstances a further one-year extension may be granted by the Doctoral School's Standing Committee, upon the submission of a reasoned application by the academic committee of the doctoral programme.

A doctoral candidate may be dismissed from a doctoral programme for the following reasons:

  • The doctoral candidate submitting a justified application to withdraw from the programme.
  • The maximum period of study and of extensions thereof ending.
  • The doctoral candidate not having enrolled every academic year (unless he or she has been authorised to temporarily withdraw).
  • The doctoral candidate failing two consecutive assessments.
  • The doctoral candidate having disciplinary proceedings filed against him or her that rule that he or she must be dismissed from the UPC.

Dismissal from the programme implies that doctoral candidates cannot continue studying at the UPC and the closing of their academic record. This notwithstanding, they may apply to the academic committee of the programme for readmission and the committee must reevaluate them in accordance with the criteria established in the regulations.

International Mention

The doctoral degree certificate may include International Doctorate mention. In this case, the doctoral candidate must meet the following requirements:

a) During the period of study leading to the award of the doctoral degree, the doctoral candidate must have spent at least three months at a respected higher education institution or research centre outside Spain to complete courses or do research work. The stays and activities carried out must be endorsed by the thesis supervisor and authorised by the academic committee of the programme. The candidate must provide a certifying document issued by the person responsible for the research group of the body or bodies where the stay or activity was completed. This information will be added to the doctoral student’s activity report.
b) Part of the thesis (at least the summary and conclusions) must be written and presented in one of the languages commonly used for science communication in the relevant field of knowledge, which must not be an official language of Spain. This rule does not apply to stays and reports in Spanish or to experts from Spanish-speaking countries.
c) At least two PhD-holding experts belonging to a higher education institution or research centre outside Spain must have issued officially certified reports on the thesis.
d) The thesis examination committee must have included at least one PhD-holding expert from a higher education or research institution outside Spain who was not responsible for the candidate’s stay abroad (point a) above).
e) The thesis defence must have taken place on UPC premises or, in the case of joint programmes, at the location specified in the collaboration agreement.

Learning resources

The programme has access to the resources of the research groups of the Department of Computer Architecture and research centres associated with the programme, as well as institutional resources made available by the UPC. Specifically, students have access to:

1) Resources of the following research centres associated with the programme:

• BSC: Barcelona Supercomputing Center, http://www.bsc.es 

• Advanced Broadband Communications Centre (CCABA), http://www.ccaba.upc.edu 

• Aeronautical and Space Science Research Centre (CRAE)https://recerca.upc.edu/crae/

2) Resources of research groups and laboratories associated with the programme:

• ANA/CRAAX:  http://research.ac.upc.edu/ana 

• ARCO:  http://research.ac.upc.edu/ARCO

• CAP:  http://research.ac.upc.edu/CAP/hpc

- CBA: http://research.ac.upc.edu/cba

• CNDS:  http://research.ac.upc.edu/cnds

• DAMA-UPC: http:// research.ac.upc.edu/dama

• DMAG: http://research.ac.upc.edu/dmag

• ICARUS: http://www.icarus.upc.edu/

Doctoral Theses

List of authorized thesis for defense

  • BARCELÓ CUERDA, ALEX: Bridging the gap between object stores and HPC
    Author: BARCELÓ CUERDA, ALEX
    Thesis file: (contact the Doctoral School to confirm you have a valid doctoral degree and to get the link to the thesis)
    Programme: DOCTORAL DEGREE IN COMPUTER ARCHITECTURE
    Department: (DAC)
    Mode: Normal
    Deposit date: 12/02/2024
    Reading date: 18/03/2024
    Reading time: 11:00
    Reading place: Edifici C6, UPC_Campus Nord. Sala C6-E106 (Facultat d'Informàtica de Barcelona)
    Thesis director: QUERALT CALAFAT, ANNA | CORTÉS ROSSELLÓ, ANTONIO
    Committee:
         PRESIDENT: ANTONIU, GABRIEL
         SECRETARI: GARCÍA ALMIÑANA, JORDI
         VOCAL: TALIA, DOMENICO
    Thesis abstract: Efficient data management is a fundamental aspect of application workflows, particularly in the context of High-Performance Computing environments. This thesis examines the potential of object stores as a robust candidate for HPC storage systems.The first contribution of this thesis is the conditioning of a distributed object store combined with the architectural design of its integration with a computational framework. The resulting object store can efficiently use HPC resources. This is achieved by leveraging active capabilities and results in an increase of data locality and execution performance.After this first contribution --the fruit of which is a software stack architecture, in addition to its evaluation characterization-- we propose two additional distinct contributions (second and third contributions of this thesis) that showcase the potential of such an active object store in the realm of HPC. For the second contribution, we introduce a new software mechanism for iterating datasets and performing distributed execution on this software stack. Our proposal is able to abstract the relationship between data distribution and task distribution while delivering performance benefits in a wide variety of scenarios. This is achieved without sacrificing the programmability of the task based programming model.The third contribution of this thesis is related to the integration of a hardware technology, the non-volatile memory (NVM). The main idea is to leverage the active aspect of the object store and combine it with the byte-addressable nature of these new kind of memories. The characteristics of NVM allow to perform in-place computation --without needing to stage-in data from this persistent memory layer-- and the active mechanism is able to invoke the execution next to its data. These two aspects intertwine and allow the object store to manage NVM space while boosting data locality and reducing overall memory footprint.All contributions are implemented as part of dataClay (the storage system, an object store). This thesis includes the implementation and evaluation of these proposals with commonly used scientific applications. In addition to completing and evaluating the integration of dataClay and COMPSs (the execution framework), the software mechanisms for iterating datasets are also implemented and evaluated with Dask (another task-based execution framework). The different scenarios explored showcase the benefits that our contributions bring to the proposed software stacks within the HPC ecosystem.
  • BERNÁRDEZ GIL, GUILLERMO: Multi-agent graph learning-based optimization and its applications to computer networks
    Author: BERNÁRDEZ GIL, GUILLERMO
    Thesis file: (contact the Doctoral School to confirm you have a valid doctoral degree and to get the link to the thesis)
    Programme: DOCTORAL DEGREE IN COMPUTER ARCHITECTURE
    Department: (DAC)
    Mode: Normal
    Deposit date: 15/01/2024
    Reading date: 15/03/2024
    Reading time: 10:30
    Reading place: Defensa a la Sala Teleensenyament de l'edifici B3 del Campus Nord- ETSETB
    Thesis director: BARLET ROS, PERE | CABELLOS APARICIO, ALBERTO
    Committee:
         PRESIDENT: SCARSELLI, FRANCO
         SECRETARI: SPADARO, SALVATORE
         VOCAL: PERINO, DIEGO
    Thesis abstract: In the wake of a digital revolution, contemporary society finds itself entrenched in an era where network applications' demands surpass the capabilities of conventional network management solutions. This dissertation navigates through the intricacies of modern networked environments, where traditional management approaches are falling short due to emerging applications like augmented and virtual reality, holographic telepresence, and vehicular networks, demanding ultra-low latency and robust adaptability. These evolving networks form the backbone of modern society, sustaining numerous vital services but posing elevated complexity and operational hurdles for Internet Service Providers (ISPs) and network operators.Amidst this complexity, the need for innovative solutions to optimize and manage today's networks is more pronounced than ever. A central proposition of this dissertation is the MAGNNETO framework, a groundbreaking Machine Learning (ML) based initiative that stands for Multi-Agent Graph Neural Network Optimization. This framework is at the heart of the endeavour to facilitate distributed optimization in networked scenarios. By integrating a Graph Neural Network (GNN) architecture into a Multi-Agent Reinforcement Learning (MARL) setting, it instigates a fully distributed optimization process and capitalizes on the inherent distributed nature of networked environments, hence potentially addressing scalability issues and facilitating real-time applications. This initiative is adaptable, offering versatility in addressing various use cases and showcasing robustness to meet the challenging requisites of real-world applications.A substantial contribution of this work is the successful implementation of MAGNNETO across different relevant networked cases, prominently focusing on two highly impactful scenarios within the computer network field. Initially, it re-examines the pivotal issue of Traffic Engineering (TE) optimization in ISP networks. With the goal of curtailing network congestion, MAGNNETO-TE is introduced, a variant of the framework specifically devised to minimize maximum link utilization in these networks. Remarkably, this adaptation heralds a paradigm shift by equalling the performance of traditional state-of-the-art TE optimizers but at a fraction of the execution cost.Moreover, the research explores the complex sphere of Congestion Control (CC) in Datacenter Networks (DCN), another critical service in our current digital world that is characterized by dynamic traffic patterns and stringent low-latency prerequisites. Here, MAGNNETO-CC emerges as a potent solution, offering an offline, distributed strategy that harmonizes with widely deployed CC protocols, surpassing other state-of-the-art ML-based CC methodologies and prevailing static CC configurations in performance.Looking ahead, the dissertation also delineates potential avenues to enhance MAGNNETO, particularly addressing challenges tied to current GNN architectures (e.g. over-smoothing and over-squashing). It envisions integrating Topological Deep Learning (TDL) techniques to foster a novel, promising approach to distributed optimization that has the potential to exploit arbitrary multi-element correlations, going beyond the traditional graph domain. By addressing the urgent need for efficient network traffic storage on networks with multiple vantage points, the proposed topological-inspired methodology reveals itself as a robust ML-based baseline for lossy data compression.In summation, this dissertation embarks on a pioneering journey to confront the elemental challenges of optimizing networked, graph-based systems. It unfurls the innovative MAGNNETO solution as a beacon of versatility and adaptability, displays its multifaceted applications, and heralds promising directions for future research, aiming to redefine the landscape of distributed network optimization and management in this digitally transformative era.
  • HAGHI, ABBAS: FPGA and ASIC accelerators for genome data analysis
    Author: HAGHI, ABBAS
    Thesis file: (contact the Doctoral School to confirm you have a valid doctoral degree and to get the link to the thesis)
    Programme: DOCTORAL DEGREE IN COMPUTER ARCHITECTURE
    Department: (DAC)
    Mode: Normal
    Deposit date: 08/02/2024
    Reading date: 19/03/2024
    Reading time: 10:00
    Reading place: Edifici C6, UPC_Campus Nord. Sala C6-E106 (Facultat d'Informàtica de Barcelona)
    Thesis director: MORETÓ PLANAS, MIQUEL | ÁLVAREZ MARTÍ, LLUC
    Committee:
         PRESIDENT: MOURA TRANCOSO, PEDRO PETERSEN
         SECRETARI: JIMENEZ GONZALEZ, DANIEL
         VOCAL: GOMEZ LUNA, JUAN
    Thesis abstract: The continuous progress of Moore¿s Law in improving single-threaded performance (executiontime) through clock frequency and process node improvements has slowed down due to physicallimitations in silicon device physics. This has resulted in a shift towards using multicoreprocessors to achieve performance gains. However, the use of multiprocessing is limitedby Amdahl¿s Law, in which the sequential parts of the applications restrict the speedups inparallel systems. Consequently, the technology industry is now emphasizing specialization anddeveloping domain-specific accelerators to enhance performance compared to general-purposecomputers.Genomics is a field that deals with the study of genes and their functions. Thanks to currentand ongoing advancements, each stage of development in sequencing technologies is able toproduce enormous amounts of data at an increasingly faster and cheaper way compared to itsprevious stage. However, the assembly and analysis of this data take extensive time on general-purpose processors, and the processor performance is growing at a much slower pace thanthe DNA sequencing speed. Hence, domain-specific accelerators are becoming increasinglyessential in the genomics field, especially for DNA assembly. Specialized hardware computingdevices designed for this specific domain can achieve significant performance improvementscompared to general-purpose computers. Thus, with domain-specific accelerators, the speed ofDNA assembly can keep up with the pace of DNA sequencing, allowing for quicker analysisand discoveries in the genomics field.The main goal of this thesis is to accelerate two critical applications of DNA assembly,k-mer counting and pairwise read alignment, using FPGAs and ASICs. The first contribution ofthis thesis targets accelerating the k-mer counting application using FPGAs and its adaptationin a genomics application called SMUFIN, a Somatic MUtation FINder. The second andthird contributions focus on exploiting FPGAs for accelerating the Wavefront Alignment(WFA), a novel pairwise read alignment algorithm for aligning DNA sequences generated bydifferent sequencing technologies. The accelerator in the second contribution is customized forshort DNA sequences of up to 300 bases, which are generated by next generation sequencingtechnologies, while the accelerator in the third contribution is customized for long DNAsequences of up to 50K bases, which are generated by third generation sequencing technologies.The fourth contribution proposes an ASIC accelerator of the WFA algorithm and its integrationin a RISC-V SoC. In all contributions, we analyze different parts of the application and portthe most time-consuming parts to the accelerator. We also modify and re-design the remainingCPU parts to better adapt them to the accelerator code and finally propose efficient co-designedaccelerated designs.In our first contribution, the integration of our k-mer counting accelerator improves theSMUFIN k-mer counting performance by 2.14× while consuming 2.93× less energy and1.57× less memory compared to the baseline multi-threaded software implementation. Theperformance of the WFA accelerators in the second and third contributions is evaluated usingone and two FPGAs. Compared to the baseline multi-threaded software implementation of theWFA running on a IBM POWER9 high-performance processor, our WFA accelerator for shortreads reaches performance improvements of up to 8.8× and 13.5× with one and two FPGAs,respectively. The WFA accelerator for long reads reaches performance improvementsof up to 5.6× and 9.9× with one and two FPGAs, respectively. In our fourthcontribution, our ASIC WFA accelerator integrated in the RISC-V SoC reaches performanceimprovements of up to 1076× compared to the single-threaded software implementation of theWFA on Sargantana, the RISC-V CPU of the chip.

Last update: 05/03/2024 05:45:35.

List of lodged theses

No hi ha registres per mostrar.

Last update: 05/03/2024 05:30:31.

List of defended theses by year

  • EL SAYED, AHMAD MOHAMMAD: Smart and efficient sensor network operation for 5G and beyond ecosystems
    Author: EL SAYED, AHMAD MOHAMMAD
    Thesis file: (contact the Doctoral School to confirm you have a valid doctoral degree and to get the link to the thesis)
    Programme: DOCTORAL DEGREE IN COMPUTER ARCHITECTURE
    Department: (DAC)
    Mode: Normal
    Reading date: 30/01/2024
    Thesis director: RUIZ RAMÍREZ, MARC | HARB, HASSAN

    Committee:
         PRESIDENT: SIDDIQUI, MUHAMMAD SHUAIB
         SECRETARI: BERRAL GARCÍA, JOSEP LLUÍS
         VOCAL: TABATABAEIMEHR, FATEMEHSADAT
    Thesis abstract: Sensor Networks (SN) will play an integral role in Beyond 5G (B5G) ecosystems, especially for highly-distributed use cases and services such as Digital Twins (DT). Thus, the underlying transport network needs to provide connectivity between the highly dense and distributed SNs and the DT manager, that typically runs far from sensor data sources, i.e., in a centralized server. In view of this, critical requirements such as high data throughput, latency sensitivity communication, and data veracity and integrity assurance are essential to be provided by B5G networks to support DT services. In order to meet such requirements, statistical and Artificial Intelligence (AI)-based SN data collection and analysis can be implemented to provide smart and efficient data transmission. By means of those procedures, SN data can be compressed and analyzed locally in order to reduce the total data volume to be conveyed in the centralized server. In addition, the inherent nature of the compression and analysis algorithms add privacy and security to the transmitted data without affecting integrity. The use of these kind of AI-based techniques opens the opportunity to perform Knowledge Transfer (KT) between DTs operating under the same tenant infrastructures. Since sharing raw data poses a privacy breach, AI-based methods allow interchanging relevant information while obfuscating critical details, thus enabling coordinated operation across differentiated segments.This Ph.D. thesis aims at enhancing the operation of dense SNs, which are supported by an underlying transport infrastructure that includes edge/fog computing capabilities distributed among nodes. Through the application of statistical and AI-based methods and procedures, the proposed methods will target several objectives, such as reducing the volume of data transported through the network while keeping privacy and integrity, detecting anomalies or events in the collected data to provide early alarms and notifications, and facilitating the operation of services across several SN domains.In more detail, the first objective is to develop methods to reduce the volume of collected sensor data through statistical and AI-based methods for data compression and sampling rate manipulation. We proposed both statistical-based and Autoencoder (AE)-based approaches for compression, as wells as sampling rate adaptation method that works with either. Simulations of implemented algorithms on real world datasets showed a significant ability to reduce the volume of the data, reaching 1% of its original size in some cases, and leading the reduced energy consumption in the factor of one-tenth in case of sensors with limited energy availability.The second objective is to develop methods for maintaining data veracity through employing AI-based anomaly detection methods at multiple levels of the network. Anomalies may arise due to a range of factors from faulty sensors to malicious attacks and detecting them can facilitate timely actions to avoid or mitigate their effect. We proposed two AE-based methods: one operating at the sensor level, and the other on the network level. Simulations of implemented algorithms on real world datasets showed more than 90% of accuracy in detecting anomalies in single sensor data analysis. Moreover, prompt detection of subtle anomalies spanning multiple sensors that could not be detected by single sensor data analysis was achieved.Finally, the third objective is to investigate methods to improve multi-domain DT systems management and coordination through KT while preserving the privacy of each individual DT. We proposed an AE-based knowledge extraction method that extracts codified information about the state of the sharing DT and sends it to the target DT. The method showed that the target DT is able to use the codified and private information about the state of the sharing DT before the changes are apparent through their effect on its system.

  • GEMMI, GABRIELE: Towards resilient wireless networks: Mesh backhauls for 5G ultra-dense networks and rural internet service provision
    Author: GEMMI, GABRIELE
    Thesis file: (contact the Doctoral School to confirm you have a valid doctoral degree and to get the link to the thesis)
    Programme: DOCTORAL DEGREE IN COMPUTER ARCHITECTURE
    Department: (DAC)
    Mode: Change of supervisor
    Reading date: 22/02/2024
    Thesis director: CERDÀ ALABERN, LLORENÇ | MACCARI, LEONARDO

    Committee:
         PRESIDENT: ZENNARO, MARCO
         SECRETARI: MACCARI, LEONARDO
         VOCAL: FILIPPINI, ILARIO
    Thesis abstract: This thesis aims to investigate the efficacy and applicability of Wireless Backhaul Network (WBN) in two divergent contexts: ultra-dense urban networks for 5G and connectivity solutions for rural or digitally divided areas. WBN offer an adaptable and resilient framework for data transmission, making them an attractive option for the next generation of wireless networks, particularly 5G. In dense urban settings, where the demand for high data rates is pressing, wireless mesh backhauls can serve as a strategic asset in achieving the promised data throughput for 5G networks. These networks inherently require a dense deployment of nodes to deliver on their promise of high-speed, low-latency communication. Therefore, we analyze the role that wireless mesh backhauls can play in such densely populated areas, emphasizing their potential to meet or even exceed 5G¿s high data rate expectations.Conversely, in rural or digitally divided areas, the economic feasibility of deploying traditional last-mile copper or fiber-optic networks often proves to be prohibitive. In such cases, WBN, deployed either as Wireless Community Network (WCN) or as part of a Wireless Internet Service Provider (WISP)¿s infrastructure, can offer a viable alternative. This technology could bridge the digital divide by providing robust, cost-effective internet connectivity to underserved regions.To substantiate my findings, I leveraged Geographic Information Systems (GIS) technology and GPU-based computational methods together with graph analysis and simulations. GIS technology, leveraging different open datasets such as Digital Surface Models (DSM) and vectorial maps, make a detailed understanding of the geographical landscape possible, crucial for building detailed feasibility models in various environments. GPU-based computational methods accelerate the model analysis, enabling an in-depth evaluation within a reasonable timeframe. As a result I was able to optimize various network aspects, such as node placement, network topology and energy consumption, which are critical parameters for the effective deployment of these networks.This work integrates these computational methods and technologies to offer a comprehensive view of how wireless mesh backhauls can be efficiently deployed in both urban and rural settings. The results offer valuable insights into the network architecture best suited for each context, with particular attention to scalability and resiliency. In summary, this thesis contributes to a broader understanding of the potential that wireless mesh backhauls hold in addressing the connectivity requirements of diverse settings, ranging from the ultra-dense urban environment required for 5G to the unique challenges posed by rural and digitally divided regions.

Last update: 05/03/2024 06:00:46.

Theses related publications

AUTHOR:EL SAYED, AHMAD MOHAMMAD
Title:Smart and efficient sensor network operation for 5G and beyond ecosystems
Reading date:30/01/2024
Director:RUIZ RAMÍREZ, MARC
Co-director:HARB, HASSAN
Mention:No mention
RELATED PUBLICATIONS
ZIZO: A Zoom-In Zoom-Out mechanism for minimizing redundancy and saving energy in wireless sensor networks
El Sayed, A.; Harb, H.; Ruiz, M.; Velasco, L.
IEEE sensors journal, ISSN: 1530-437X (JCR Impact Factor-2021: 4.325; Quartil: Q1)
Publication date: 01/02/2021
Journal article

Deep learning-based adaptive compression and anomaly detection for smart B5G use cases operation
El Sayed, A.; Ruiz, M.; Harb, Hassan; Velasco, L.
Sensors (Basel), ISSN: 1424-8220 (JCR Impact Factor-2021: 3.847; Quartil: Q2)
Publication date: 16/01/2023
Journal article

Comparison of statistical and machine learning-based approaches for telemetry data size reduction
23rd International Conference on Transparent Optical Networks
Presentation date: 07/2023
Presentation of work at congresses

AUTHOR:RODRIGO MUÑOZ, SANTIAGO
Title:A double full-stack architecture for multi-core quantum computers
Reading date:18/12/2023
Director:ABADAL CAVALLÉ, SERGI
Co-director:ALARCON COT, EDUARDO JOSE
Mention:No mention
RELATED PUBLICATIONS
On double full-stack communications-enabled architectures for multi-core quantum computers
Rodrigo, S.; S. Abadal; Alarcon, E.; Bandic, M.; van Someren, H.; García, C.
IEEE micro, ISSN: 0272-1732 (JCR Impact Factor-2021: 2.821; Quartil: Q2)
Publication date: 09/2021
Journal article

Will quantum computers scale without inter-chip comms? A structured design exploration to the monolithic vs distributed architectures quest
XXXV Conference on Design of Circuits and Integrated Systems
Presentation date: 11/2020
Presentation of work at congresses

Modelling short-range quantum teleportation for scalable multi-core quantum computing architectures
8th ACM International Conference on Nanoscale Computing and Communication
Presentation date: 09/2021
Presentation of work at congresses

Scaling of multi-core quantum architectures: a communications-aware structured gap analysis
18th ACM International Conference on Computing Frontiers
Presentation date: 12/05/2021
Presentation of work at congresses

Quantum intranets for scalable multi-core quantum computing
2nd International Conference on Science and Technology of Quantum Matter
Presentation date: 21/06/2022
Presentation of work at congresses

Characterizing the spatio-temporal qubit traffic of a quantum intranet aiming at modular quantum computer architectures
9th ACM International Conference on Nanoscale Computing and Communication
Presentation date: 2022
Presentation of work at congresses

Interconnect fabrics for multi-core quantum processors: a context analysis
56th Annual IEEE/ACM International Symposium on Microarchitecture
Presentation date: 2023
Presentation of work at congresses

AUTHOR:HERRUZO SANCHEZ, PEDRO
Title:Deep learning for spatio-temporal forecasting: benchmarks, methods, and insights from mobility and weather predictions
Reading date:30/10/2023
Director:LARRIBA PEY, JOSEP
Mention:Industrial Doctorate Mention
RELATED PUBLICATIONS
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes
Proceedings of Machine Learning Research, ISSN: 2640-3498
Publication date: 20/07/2022
Journal article

High-resolution multi-channel weather forecasting - First insights on transfer learning from the Weather4cast Competitions 2021
2021 IEEE International Conference on Big Data
Presentation date: 15/12/2021
Presentation of work at congresses

Towards objective description of eating, socializing and sedentary lifestyle patterns in egocentric images
30th British Machine Vision Conference
Presentation date: 2019
Presentation of work at congresses

Recurrent autoencoder with skip connections and exogenous variables for traffic forecasting
33rd Annual Conference on Neural Information Processing Systems
Presentation date: 2020
Presentation of work at congresses

The surprising efficiency of framing geo-spatial time series forecasting as a video prediction task : Insights from the IARAI Traffic4cast competition at NeurIPS 2019
33rd Annual Conference on Neural Information Processing Systems
Presentation date: 2020
Presentation of work at congresses

Traffic4cast at NeurIPS 2020 : yet more on the unreasonable effectiveness of gridded geo-spatial processes
34th Conference on Neural Information Processing Systems
Presentation date: 2021
Presentation of work at congresses

CDCEO’21 - First Workshop on Complex Data Challenges inEarth Observation
30th ACM International Conference on Information and Knowledge Management
Presentation date: 11/2021
Presentation of work at congresses

The Landslide4Sense Competition 2022
IJCAI-ECAI 2022
Presentation date: 15/07/2022
Presentation of work at congresses

AUTHOR:OSORIO RÍOS, JOHN HAIBER
Title:Adapting floating-point precision to accelerate deep neural network training
Reading date:18/10/2023
Director:CASAS GUIX, MARC
Co-director:ARMEJACH SANOSA, ADRIÀ
Mention:No mention
RELATED PUBLICATIONS
A BF16 FMA is all you need for DNN training
Osorio, J.; Armejach, A.; Petit, E.; Henry, G.; Casas, M.
IEEE transactions on emerging topics in computing, ISSN: 2168-6750 (JCR Impact Factor-2022: 5.9; Quartil: Q1)
Publication date: 01/07/2022
Journal article

Evaluating mixed-precision arithmetic for 3D generative adversarial networks to simulate high energy physics detectors
19th IEEE International Conference on Machine Learning and Applications
Presentation date: 12/2020
Presentation of work at congresses

Dynamically adapting floating-point precision to accelerate deep neural network training
20th IEEE International Conference on Machine Learning and Applications
Presentation date: 2021
Presentation of work at congresses

FASE: A fast, accurate and seamless emulator for custom numerical formats
IEEE International Symposium on Performance Analysis of Systems and Software 2022
Presentation date: 05/2022
Presentation of work at congresses

AUTHOR:VIEIRA ZACARIAS, FELIPPE
Title:Job scheduling for disaggregated memory in high performance computing systems
Reading date:09/10/2023
Tutor/a:MARTORELL BOFILL, XAVIER
Director:CARPENTER, PAUL MATTHEW
Co-director:PETRUCCI, VINICIUS
Mention:No mention
RELATED PUBLICATIONS
Intelligent colocation of HPC workloads
Vieira, F.; Petrucci, V.; Nishtala, R.; Carpenter, P.; Mossé, D.
Journal of parallel and distributed computing, ISSN: 0743-7315 (JCR Impact Factor-2021: 4.542; Quartil: Q1)
Publication date: 05/2021
Journal article

Contention-aware application performance prediction for disaggregated memory systems
17th ACM International Conference on Computing Frontiers
Presentation date: 05/2020
Presentation of work at congresses

Memory demands in disaggregated HPC: How accurate do we need to be?
12th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems
Presentation date: 2021
Presentation of work at congresses

Improving HPC system throughput and response time using memory disaggregation
27th IEEE International Conference on Parallel and Distributed Systems
Presentation date: 12/2021
Presentation of work at congresses

AUTHOR:VAVOULIOTIS, GEORGIOS
Title:Advanced hardware prefetching in virtual memory systems
Reading date:12/09/2023
Director:ÁLVAREZ MARTÍ, LLUC
Co-director:CASAS GUIX, MARC
Mention:International Mention
RELATED PUBLICATIONS
Exploiting page table locality for Agile TLB Prefetching
48th International Symposium on Computer Architecture
Presentation date: 06/2021
Presentation of work at congresses

Morrigan: A composite instruction TLB prefetcher
54th Annual IEEE/ACM International Symposium on Microarchitecture
Presentation date: 10/2021
Presentation of work at congresses

Page size aware cache prefetching
55th Annual IEEE/ACM International Symposium on Microarchitecture
Presentation date: 10/2022
Presentation of work at congresses

AUTHOR:ALCAIDE PORTET, SERGI
Title:Hardware/software solutions to enable the use of high-performance processors in the most stringent safety-critical systems
Reading date:19/07/2023
Director:KOSMIDIS, LEONIDAS
Co-director:ABELLA FERRER, JAIME
Mention:No mention
RELATED PUBLICATIONS
Safety-related challenges and opportunities for GPUs in the automotive domain
Alcaide, S.; Kosmidis, L.; Tabani, H.; Hernández, C.; Abella, J.; Cazorla, F. J.
IEEE micro, ISSN: 0272-1732 (JCR Impact Factor-2018: 2.57; Quartil: Q1)
Publication date: 01/11/2018
Journal article

Achieving diverse redundancy for GPU Kernels
Alcaide, S.; Kosmidis, L.; Hernández, C.; Abella, J.
IEEE transactions on emerging topics in computing, ISSN: 2168-6750 (JCR Impact Factor-2022: 5.9; Quartil: Q1)
Publication date: 04/2022
Journal article

High-integrity GPU designs for critical real-time automotive systems
22nd Design, Automation and Test in Europe Conference and Exhibition
Presentation date: 03/2019
Presentation of work at congresses

Software-only diverse redundancy on GPUs for autonomous driving platforms
25th IEEE International Symposium on On-Line Testing and Robust System Design
Presentation date: 07/2019
Presentation of work at congresses

Software-only triple diverse redundancy on GPUs for autonomous driving platforms
50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks
Presentation date: 06/2020
Presentation of work at congresses

Software-only based diverse redundancy for ASIL-D automotive applications on embedded HPC platforms
33rd IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems
Presentation date: 10/2020
Presentation of work at congresses

SafeSoftDR: A library to enable software-based diverse redundancy for safety-critical tasks
2022 Functional Properties and Dependability in Cyber-Physical Systems Workshop
Presentation date: 2022
Presentation of work at congresses

End-to-end QoS for the open source safety-relevant RISC-V SELENE platform
2022 Functional Properties and Dependability in Cyber-Physical Systems Workshop
Presentation date: 2022
Presentation of work at congresses

SafeX: Open source hardware and software components for safety-critical systems
Forum on Specification & Design Languages 2022
Presentation date: 09/2022
Presentation of work at congresses

A software-only approach to enable diverse redundancy on Intel GPUs for safety-related kernels
38th ACM Symposium on Applied Computing
Presentation date: 03/2023
Presentation of work at congresses

NimbleAI: towards neuromorphic sensing-processing 3D-integrated chips
26th Design, Automation and Test in Europe Conference and Exhibition
Presentation date: 04/2023
Presentation of work at congresses

AUTHOR:FERNÁNDEZ MUÑOZ, JAVIER
Title:Software diagnostics for autonomous safety-critical control-systems based on artificial intelligence
Reading date:18/07/2023
Tutor/a:MORETÓ PLANAS, MIQUEL
Director:ABELLA FERRER, JAIME
Co-director:AGIRRE TRONCOSO, IRUNE
Mention:No mention
RELATED PUBLICATIONS
Towards functional safety compliance of matrix–matrix multiplication for machine learning-based autonomous systems
Fernández, J.; Pérez, J.; Agirre Troncoso, Irune; Allende, I.; Abella, J.; Cazorla, F. J.
Journal of systems architecture, ISSN: 1383-7621 (JCR Impact Factor-2021: 5.836; Quartil: Q1)
Publication date: 12/2021
Journal article

On the safe deployment of matrix multiplication in massively parallel safety-related systems
Fernández, J.; Pérez, J.; Agirre, I.; Calderón, A.; Abella, J.; Cazorla, F. J.
Applied sciences (Basel), ISSN: 2076-3417 (JCR Impact Factor-2022: 0.51; Quartil: Q2)
Publication date: 08/04/2022
Journal article

Towards functional Safety Compliance of Matrix-Matrix Multiplication for Machine Learning-based Autonomous systems
25th Ada-Europe International Conference on Reliable Software Technologies
Presentation date: 10/06/2021
Presentation of work at congresses

A methodology for selective protection of matrix multiplications: A diagnostic coverage and performance trade-off for CNNs executed on GPUs
6th International Conference on System Reliability and Safety
Presentation date: 11/2022
Presentation of work at congresses

AUTHOR:LIU, PEINI
Title:Convergence of high performance computing, big data, and machine learning applications on containerized infrastructures
Reading date:17/07/2023
Director:GUITART FERNANDEZ, JORDI
Mention:International Mention
RELATED PUBLICATIONS
Performance comparison of multi-container deployment schemes for HPC workloads: an empirical study
Liu, P.; Guitart, J.
Journal of supercomputing, ISSN: 0920-8542 (JCR Impact Factor-2021: 2.557; Quartil: Q2)
Publication date: 01/06/2021
Journal article

Performance characterization of containerization for HPC workloads on InfiniBand clusters: an empirical study
Liu, P.; Guitart, J.
Cluster computing, ISSN: 1386-7857 (JCR Impact Factor-2022: 4.4; Quartil: Q1)
Publication date: 04/2022
Journal article

Scanflow: A multi-graph framework for machine learning workflow management, supervision, and debugging
Gusseppe Bravo-Rocca; Liu, P.; Guitart, J.; Dholakia, A.; Ellison, D.; Falkanger, J.; Hodak, M.
Expert systems with applications, ISSN: 0957-4174 (JCR Impact Factor-2022: 8.5; Quartil: Q1)
Publication date: 15/09/2022
Journal article

Energy-aware dynamic pricing model for cloud environments
16th International Conference on Economics of Grids, Clouds, Systems, and Services
Presentation date: 17/09/2019
Presentation of work at congresses

Scanflow: an end-to-end agent-based autonomic ML workflow manager for clusters
22nd ACM/IFIP International Middleware Conference
Presentation date: 08/12/2021
Presentation of work at congresses

Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation
46th IEEE Annual International Conference on Computers, Software, and Applications
Presentation date: 27/06/2022
Presentation of work at congresses

Scanflow-K8s: agent-based framework for autonomic management and supervision of ML workflows in Kubernetes clusters
2022 IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing
Presentation date: 16/05/2022
Presentation of work at congresses

Fine-grained scheduling for containerized HPC workloads in Kubernetes clusters
24th IEEE International Conference on High Performance Computing and Communications
Presentation date: 18/12/2022
Presentation of work at congresses

TADIL: Task-Agnostic Domain-Incremental Learning through Task-ID Inference using Transformer Nearest-Centroid Embeddings
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition
Presentation date: 18/06/2023
Presentation of work at congresses

AUTHOR:ALMASAN PUSCAS, FELICIAN PAUL
Title:Leveraging graph neural networks for optimization and traffic compression in network digital twins
Reading date:17/07/2023
Director:CABELLOS APARICIO, ALBERTO
Co-director:BARLET ROS, PERE
Mention:International Mention
RELATED PUBLICATIONS
RouteNet: leveraging graph neural networks for network modeling and optimization in SDN
Rusek, K.; Suarez-varela, J.; Almasan, P.; Barlet, P.; Albert Cabellos-Aparicio
IEEE journal on selected areas in communications, ISSN: 0733-8716 (JCR Impact Factor-2020: 9.144; Quartil: Q1)
Publication date: 05/06/2020
Journal article

The graph neural networking challenge: a worldwide competition for education in AI/ML for networks
Suarez-varela, J.; Ferriol, M.; Lopez, A.; Almasan, P.; Bernárdez, G.; Pujol, D.; Rusek, K.; Bonniot, L.; Neumann, C.; Schnitzler, F.; Taïani, F.; Happ, M.; Barlet, P.; Albert Cabellos-Aparicio
Computer communication review, ISSN: 0146-4833 (JCR Impact Factor-2021: 1.937; Quartil: Q4)
Publication date: 01/07/2021
Journal article

Results and achievements of the ALLIANCE Project: New network solutions for 5G and beyond
Careglio, D.; Spadaro, S.; Albert Cabellos-Aparicio; Lazaro, J.A.; Barlet, P.; Gene, J. M.; Perello, J.; Agraz, F.; Suarez-varela, J.; Pages, A.; Paillisse, J.; Almasan, P.; Domingo, J.; Solé-Pareta, J.
Applied sciences (Basel), ISSN: 2076-3417 (JCR Impact Factor-2021: 2.838; Quartil: Q2)
Publication date: 30/09/2021
Journal article

ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning
Almasan, P.; Xiao, S.; Cheng, Xiangle; Shi, X.; Barlet, P.; Albert Cabellos-Aparicio
Computer networks, ISSN: 1389-1286 (JCR Impact Factor-2022: 5.6; Quartil: Q1)
Publication date: 04/09/2022
Journal article

Network digital twin: context, enabling technologies, and opportunities
Almasan, P.; Ferriol, M.; Paillisse, J.; Suarez-varela, J.; Perino, D.; Lopez, D.; Pastor, A.; Harvey, P.; Ciavaglia, L.; Wong, L.; Xiao, S.; Ram, V.; Shi, X.; Cheng, Xiangle; Albert Cabellos-Aparicio; Barlet, P.
IEEE communications magazine, ISSN: 0163-6804 (JCR Impact Factor-2022: 11.2; Quartil: Q1)
Publication date: 11/2022
Journal article

Deep reinforcement learning meets graph neural networks: Exploring a routing optimization use case
Almasan, P.; Suarez-varela, J.; Rusek, K.; Barlet, P.; Albert Cabellos-Aparicio
Computer communications, ISSN: 1873-703X (JCR Impact Factor-2022: 6.0; Quartil: Q1)
Publication date: 01/12/2022
Journal article

Graph neural networks for communication networks: context, use cases and opportunities
Suarez-varela, J.; Almasan, P.; Ferriol, M.; Rusek, K.; Geyer, F.; Cheng, X.; Shi, X.; Xiao, S.; Scarselli, F.; Albert Cabellos-Aparicio; Barlet, P.
IEEE network, ISSN: 0890-8044 (JCR Impact Factor-2021: 18.7
Publication date: 05/2023
Journal article

Challenging the generalization capabilities of Graph Neural Networks for network modeling
ACM Conference on Special Interest Group on Data Communication 2019
Presentation date: 21/08/2019
Presentation of work at congresses

Towards more realistic network models based on Graph Neural Networks
15th International Conference on Emerging Networking Experiments and Technologies
Presentation date: 09/12/2019
Presentation of work at congresses

Towards real-time routing optimization with deep reinforcement learning: open challenges
22nd IEEE International Conference on High Performance Switching and Routing
Presentation date: 06/2021
Presentation of work at congresses

Accelerating deep reinforcement learning for digital twin network optimization with evolutionary strategies
IEEE/IFIP Network Operations and Management Symposium 2022
Presentation date: 29/04/2022
Presentation of work at congresses

Fast traffic engineering by gradient descent with learned differentiable routing
18th International Conference on Network and Service Management
Presentation date: 2022
Presentation of work at congresses

AUTHOR:CASTELL UROZ, ISMAEL
Title:A novel approach to web tracking detection and removal with minimal functionality loss
Reading date:06/07/2023
Director:BARLET ROS, PERE
Mention:International Mention
RELATED PUBLICATIONS
Network measurements for web tracking analysis and detection: A tutorial
Castell, I.; Solé-Pareta, J.; Barlet, P.
IEEE instrumentation and measurement magazine, ISSN: 1094-6969 (JCR Impact Factor-2020: 1.505; Quartil: Q3)
Publication date: 12/2020
Journal article

Amazon Alexa traffic traces
Barceló, R.; Castell, I.; Barlet, P.
Computer networks, ISSN: 1389-1286 (JCR Impact Factor-2022: 5.6; Quartil: Q1)
Publication date: 03/2022
Journal article

Demystifying content-blockers: Measuring their impact on performance and quality of experience
Castell, I.; Sánz, R.; Solé-Pareta, J.; Barlet, P.
IEEE transactions on network and service management, ISSN: 1932-4537 (JCR Impact Factor-2022: 5.3; Quartil: Q2)
Publication date: 09/2022
Journal article

ePrivo.eu: An online service for automatic web tracking discovery
Castell, I.; Douha, I.; Basart, M.; Mesegué, P.; Barlet, P.
IEEE access, ISSN: 2169-3536 (JCR Impact Factor-2021: 6.7
Publication date: 2023
Journal article

TrackSign-labeled web tracking dataset
Castell, I.; Barlet, P.
Computer networks, ISSN: 1389-1286 (JCR Impact Factor-2021: 9.3
Publication date: 05/2023
Journal article

A first look into Alexa’s interaction security
15th International Conference on Emerging Networking Experiments and Technologies
Presentation date: 09/12/2019
Presentation of work at congresses

URL-based web tracking detection using deep learning
16th International Conference on Network and Service Management
Presentation date: 11/2020
Presentation of work at congresses

Demystifying content-blockers: A large-scale study of actual performance gains
16th International Conference on Network and Service Management
Presentation date: 11/2020
Presentation of work at congresses

TrackSign: guided Web tracking discovery
Annual IEEE Conference on Computer Communications 2021
Presentation date: 11/05/2021
Presentation of work at congresses

ASTrack: Automatic detection and removal of web tracking code with minimal functionality loss
42nd IEEE International Conference on Computer Communications
Presentation date: 19/05/2023
Presentation of work at congresses

AUTHOR:CRUZ DE LA CRUZ, STALIN LEONEL
Title:Scaling deep learning workloads. Applications in computer vision and seismology
Reading date:06/07/2023
Director:TOUS LIESA, RUBÉN
Co-director:OTERO CALVIÑO, BEATRIZ
Mention:No mention
RELATED PUBLICATIONS
Automated curation of brand-related social media images with deep learning
Tous, R.; Gómez, M.; Poveda, J.; Cruz, S.; Wust, O.; Makni, M.; Ayguade, E.
Multimedia tools and applications, ISSN: 1380-7501 (JCR Impact Factor-2018: 2.101; Quartil: Q2)
Publication date: 10/2018
Journal article

Distributed training of deep neural networks with spark: The MareNostrum experience
Cruz, S.; Tous, R.; Otero, B.
Pattern recognition letters, ISSN: 0167-8655 (JCR Impact Factor-2019: 3.255; Quartil: Q2)
Publication date: 01/07/2019
Journal article

Deep neural networks for earthquake detection and source region estimation in north-central Venezuela
Tous, R.; Alvarado, L.; Otero, B.; Cruz, S.; Rojas, O.
Bulletin of the Seismological Society of America, ISSN: 0037-1106 (JCR Impact Factor-2020: 2.91; Quartil: Q2)
Publication date: 01/10/2020
Journal article

Real-time logo detection in brand-related social media images
15th International Work-Conference on Artificial Neural Networks
Presentation date: 06/2019
Presentation of work at congresses

Long short-term memory networks for earthquake detection in Venezuelan regions
5th International Conference on Machine Learning, Optimization, and Data Science
Presentation date: 12/09/2019
Presentation of work at congresses

Epicentral region estimation using convolutional neural networks
7th International Conference on Machine Learning, Optimization, and Data Science
Presentation date: 07/10/2021
Presentation of work at congresses

AUTHOR:AHMADIAN, SEYED MORTEZA
Title:Artificial intelligence solutions for quantum communications
Reading date:16/06/2023
Director:VELASCO ESTEBAN, LUIS DOMINGO
Co-director:RUIZ RAMÍREZ, MARC
Mention:International Mention
RELATED PUBLICATIONS
Cost-effective ML-powered polarization-encoded quantum key distribution
Ahmadian, S.; Ruiz, M.; Comellas, J.; Velasco, L.
Journal of lightwave technology, ISSN: 1558-2213 (JCR Impact Factor-2022: 4.7; Quartil: Q1)
Publication date: 01/07/2022
Journal article

Designing a digital twin for quantum key distribution
48th European Conference on Optical Communication
Presentation date: 09/2022
Presentation of work at congresses

AUTHOR:FERRER CID, PAU
Title:On the data quality improvement of air pollution monitoring low-cost sensor networks using data-driven techniques
Reading date:08/05/2023
Director:GARCÍA VIDAL, JORGE
Co-director:BARCELÓ ORDINAS, JOSE MARIA
Mention:No mention
RELATED PUBLICATIONS
A comparative study of calibration methods for low-cost ozone sensors in IoT platforms
Ferrer-Cid, P.; Barcelo, J. M.; Garcia, J.; Ripoll, A.; Viana, M.
IEEE internet of things journal, ISSN: 2327-4662 (JCR Impact Factor-2019: 9.936; Quartil: Q1)
Publication date: 01/12/2019
Journal article

Multisensor data fusion calibration in IoT air pollution platforms
Ferrer-Cid, P.; Barcelo, J. M.; Garcia, J.; Ripoll, A.; Viana, M.
IEEE internet of things journal, ISSN: 2327-4662 (JCR Impact Factor-2020: 9.471; Quartil: Q1)
Publication date: 01/04/2020
Journal article

H2020 project CAPTOR dataset: Raw data collected by low-cost MOX ozone sensors in a real air pollution monitoring network
Barcelo, J. M.; Ferrer-Cid, P.; Garcia, J.; Viana, M.; Ripoll, A.
Data in brief, ISSN: 2352-3409 (JCR Impact Factor-2021: 0.131; Quartil: Q4)
Publication date: 06/2021
Journal article

Graph learning techniques using structured data for IoT air pollution monitoring platforms
Ferrer-Cid, P.; Barcelo, J. M.; Garcia, J.
IEEE internet of things journal, ISSN: 2327-4662 (JCR Impact Factor-2021: 10.238; Quartil: Q1)
Publication date: 01/09/2021
Journal article

Sampling trade-offs in duty-cycled systems for air quality low-cost sensors
Ferrer-Cid, P.; Garcia, J.; Main, A.; Ye, Z.; Barcelo, J. M.; Garcia, J.
Sensors (Basel), ISSN: 1424-8220 (JCR Impact Factor-2022: 3.9; Quartil: Q2)
Publication date: 23/05/2022
Journal article

Volterra graph-based outlier detection for air pollution sensor networks
Ferrer-Cid, P.; Barcelo, J. M.; Garcia, J.
IEEE transactions on network science and engineering, ISSN: 2327-4697 (JCR Impact Factor-2022: 6.6; Quartil: Q1)
Publication date: 01/07/2022
Journal article

Data reconstruction applications for IoT air pollution sensor networks using graph signal processing
Ferrer-Cid, P.; Barcelo, J. M.; Garcia, J.
Journal of network and computer applications, ISSN: 1095-8592 (JCR Impact Factor-2022: 8.7; Quartil: Q1)
Publication date: 09/2022
Journal article

A low-power IoT device for measuring water table levels and soil moisture to ease increased crop yields
López, E.; Vionnet, C.; Ferrer-Cid, P.; Barcelo, J. M.; Garcia, J.; Contini, G.; Prodolliet, J.; Maiztegui, J.
Sensors (Basel), ISSN: 1424-8220 (JCR Impact Factor-2022: 3.9; Quartil: Q2)
Publication date: 09/09/2022
Journal article

Raw data collected from NO2, O3 and NO air pollution electrochemical low-cost sensors
Ferrer-Cid, P.; Barcelo, J. M.; Garcia, J.
Data in brief, ISSN: 2352-3409 (JCR Impact Factor-2022: 0.0
Publication date: 12/2022
Journal article

Graph signal reconstruction techniques for IoT air pollution monitoring platforms
Ferrer-Cid, P.; Barcelo, J. M.; Garcia, J.
IEEE internet of things journal, ISSN: 2327-4662 (JCR Impact Factor-2022: 10.6; Quartil: Q1)
Publication date: 15/12/2022
Journal article

Temporal pattern-based denoising and calibration for low-cost sensors in IoT monitoring platforms
Allka, X.; Ferrer-Cid, P.; Barcelo, J. M.; Garcia, J.
IEEE transactions on instrumentation and measurement, ISSN: 1557-9662 (JCR Impact Factor-2021: 5.332; Quartil: Q1)
Publication date: 25/01/2023
Journal article

Robust proxy sensor model for estimating black carbon concentrations using low-cost sensors
1st International Workshop on Advances in Environmental Sensing Systems for Smart Cities
Presentation date: 18/06/2023
Presentation of work at congresses

AUTHOR:CARDONA NADAL, JORDI
Title:Practical strategies to monitor and control contention in shared resources of critical real-time embedded systems
Reading date:03/04/2023
Director:CAZORLA ALMEIDA, FRANCISCO JAVIER
Co-director:HERNANDEZ LUZ, CARLES
Mention:No mention
RELATED PUBLICATIONS
EOmesh: combined flow balancing and deterministic routing for reduced WCET estimates in embedded real-time systems
Cardona, J.; Hernandez Luz, Carles; Abella, J.; Cazorla, F. J.
IEEE transactions on computer-aided design of integrated circuits and systems, ISSN: 0278-0070 (JCR Impact Factor-2018: 2.402; Quartil: Q2)
Publication date: 17/07/2018
Journal article

Accurately measuring contention in Mesh NoCs in time-sensitive embedded systems
Cardona, J.; Hernández, C.; Abella, J.; Mezzetti, Enrico; Cazorla, F. J.
ACM transactions on design automation of electronic systems, ISSN: 1557-7309 (JCR Impact Factor-2021: 1.447; Quartil: Q4)
Publication date: 05/2023
Journal article

NoCo: ILP-based worst-case contention estimation for mesh real-time manycores
39th IEEE Real-Time Systems Symposium
Presentation date: 12/2018
Presentation of work at congresses

Maximum-Contention Control Unit (MCCU): Resource access count and contention time enforcement
22nd Design, Automation and Test in Europe Conference and Exhibition
Presentation date: 03/2019
Presentation of work at congresses

AUTHOR:IQBAL, MASAB
Title:Techniques for efficient and secure optical networks
Reading date:24/03/2023
Director:VELASCO ESTEBAN, LUIS DOMINGO
Co-director:FERREIRA PEDRO, JOAO MANUEL
Mention:Menció Doctorat Internacional + Industrial Doctorate Mention
RELATED PUBLICATIONS
LPsec: a fast and secure cryptographic system for optical connections
Iqbal, M.; Velasco, L.; Costa, N.; Napoli, Antonio; Pedro, J.; Ruiz, M.
Journal of optical communications and networking, ISSN: 1943-0639 (JCR Impact Factor-2022: 5.0; Quartil: Q1)
Publication date: 04/2022
Journal article

Supporting heterogenous traffic on top of point-to-multipoint light-trees †
Iqbal, M.; Velasco, L.; Ruiz, M.; Costa, N.; Napoli, Antonio; Pedro, J.; Comellas, J.
Sensors (Basel), ISSN: 1424-8220
Publication date: 23/02/2023
Journal article

Quantum bit retransmission using universal quantum copying machine
26th International Conference on Optical Network Design and Modeling
Presentation date: 05/2022
Presentation of work at congresses

Dynamic and efficient point-to-point and point-to-multipoint communications by slicing the optical constellation
2022 Optical Fiber Communications Conference and Exhibition
Presentation date: 06/03/2022
Presentation of work at congresses

AUTHOR:VILARDELL MORENO, SERGI
Title:Modelling and predicting extreme behavior in critical real-time systems with advanced statistics
Reading date:13/03/2023
Tutor/a:CAZORLA ALMEIDA, FRANCISCO JAVIER
Director:SERRA MOCHALES, ISABEL
Co-director:ABELLA FERRER, JAIME
Mention:No mention
RELATED PUBLICATIONS
HRM: merging hardware event monitors for improved timing analysis of complex MPSoCs
Vilardell, S.; Serra, I.; Santalla, R.; Mezzetti, Enrico; Abella, J.; Cazorla, F. J.
IEEE transactions on computer-aided design of integrated circuits and systems, ISSN: 0278-0070 (JCR Impact Factor-2020: 2.807; Quartil: Q2)
Publication date: 11/2020
Journal article

Software timing analysis for complex hardware with survivability and risk analysis
37th IEEE International Conference on Computer Design
Presentation date: 11/2019
Presentation of work at congresses

CleanET: enabling timing validation for complex automotive systems
35th ACM Symposium on Applied Computing
Presentation date: 03/2020
Presentation of work at congresses

MUCH: exploiting pairwise hardware event monitor correlations for improved timing analysis of complex MPSoCs
36th ACM Symposium on Applied Computing
Presentation date: 03/2021
Presentation of work at congresses

Using Markov’s inequality with power-of-k function for probabilistic WCET estimation
34th Euromicro Conference on Real-Time Systems
Presentation date: 07/2022
Presentation of work at congresses

AUTHOR:GARCIA CALATRAVA, CARLOS
Title:A highly efficient time-series database approach for monitoring infrastructures
Reading date:12/12/2022
Director:CUCCHIETTI TABANIK, FERNANDO MARTÍN
Co-director:BECERRA FONTAL, YOLANDA
Mention:No mention
RELATED PUBLICATIONS
NagareDB: A resource-efficient document-oriented time-series database
Garcia, C.; Becerra, Y.; Cucchietti Tabanik, Fernando Martín; Diví, C.
Data, ISSN: 2306-5729 (JCR Impact Factor-2021: 0.56; Quartil: Q2)
Publication date: 13/08/2021
Journal article

The Camp Nou Stadium as a testbed for city physiology: a modular framework for urban digital twins
Meta, I.; Serra, F.; Carrasco-Jiménez, J. C.; Cucchietti, F.; Diví, C.; Garcia, C.; García, D.; Graells, E.; Navarro, G.; Lázaro, Q.; Reyes, P.; Navarro, D.; Gil, A.; Eguskiza, I.
Complexity, ISSN: 1099-0526 (JCR Impact Factor-2021: 2.121; Quartil: Q2)
Publication date: 12/10/2021
Journal article

Introducing polyglot-based data-flow awareness to time-series data stores
Garcia, C.; Becerra, Y.; Cucchietti Tabanik, Fernando Martín
IEEE access, ISSN: 2169-3536 (JCR Impact Factor-2022: 3.9; Quartil: Q2)
Publication date: 30/06/2022
Journal article

A holistic scalability strategy for time series databases following cascading polyglot persistence
Garcia, C.; Becerra, Y.; Cucchietti, F.
Big data and cognitive computing, ISSN: 2504-2289 (JCR Impact Factor-2022: 0.0
Publication date: 18/08/2022
Journal article

AUTHOR:ORTEGA CARRASCO, CRISTOBAL
Title:Hardware knob coordination in multi-threaded systems
Reading date:28/11/2022
Director:MORETÓ PLANAS, MIQUEL
Co-director:ÁLVAREZ MARTÍ, LLUC
Mention:International Mention
RELATED PUBLICATIONS
Intelligent adaptation of hardware knobs for improving performance and power consumption
Ortega, C.; Alvarez, L.; Casas, M.; Bertran, R.; Buyuktosunoglu, A.; Eichenberger, A.; Bose, P.; Moreto, M.
IEEE transactions on computers, ISSN: 0018-9340 (JCR Impact Factor-2021: 3.183; Quartil: Q2)
Publication date: 01/2021
Journal article

Adaptive power shifting for power-constrained heterogeneous systems
Ortega, C.; Alvarez, L.; Buyuktosunoglu, A.; Bertran, R.; Rosedahl, T.; Bose, P.; Moreto, M.
IEEE transactions on computers, ISSN: 0018-9340 (JCR Impact Factor-2020: 6.9
Publication date: 01/03/2023
Journal article

AUTHOR:AGUILAR MENA, JIMMY
Title:Methodology for malleable applications on distributed memory systems
Reading date:23/11/2022
Director:MARTORELL BOFILL, XAVIER
Co-director:CARPENTER, PAUL MATTHEW
Mention:No mention
RELATED PUBLICATIONS
A FE2 multi-scale implementation for modeling composite materials on distributed architectures
Giuntoli, G.; Aguilar, J.; Vazquez, M.; Oller, S.; Houzeaux, G.
Coupled systems mechanics, ISSN: 2234-2192 (JCR Impact Factor-2019: 0.0
Publication date: 01/04/2019
Journal article

Transparent load balancing of MPI programs using OmpSs-2@Cluster and DLB
ICPP 2022 - 51st International Conference on Parallel Processing
Presentation date: 08/2022
Presentation of work at congresses

OmpSs-2@Cluster: Distributed memory execution of nested OpenMP-style tasks
28th International European Conference on Parallel and Distributed Computing
Presentation date: 26/08/2022
Presentation of work at congresses

Automatic aggregation of subtask accesses for nested OpenMP-style tasks
34th IEEE International Symposium on Computer Architecture and High Performance Computing
Presentation date: 04/11/2022
Presentation of work at congresses

AUTHOR:GUTIÉRREZ TORRE, ALBERTO
Title:Distributed cloud-edge analytics and machine learning for transportation emissions estimation
Reading date:22/11/2022
Tutor/a:BECERRA FONTAL, YOLANDA
Director:BERRAL GARCÍA, JOSEP LLUÍS
Co-director:CARRERA PÉREZ, DAVID
Mention:No mention
RELATED PUBLICATIONS
Fog computing system and methods
Universitat Politècnica de Catalunya
Registration date: 26/10/2020
Patent

The unavoidable convergence of NFV, 5G and Fog: A model-driven approach to bridge cloud and edge
van Lingen, F.; Yannuzzi, M.; Jain, A.; Irons-Mclean, R.; Lluch, O.; Carrera, D.; Pérez, J.; Gutierrez-Torre, A.; Montero, D.; Martí, J.; Masó, R.; Rodriguez, J.
IEEE communications magazine, ISSN: 0163-6804 (JCR Impact Factor-2017: 9.27; Quartil: Q1)
Publication date: 09/08/2017
Journal article

A resilient and distributed near real-time traffic forecasting application for Fog computing environments
Pérez, J.; Gutierrez-Torre, A.; Berral, J.; Carrera, D.
Future generation computer systems, ISSN: 0167-739X (JCR Impact Factor-2018: 5.768; Quartil: Q1)
Publication date: 01/10/2018
Journal article

Improving maritime traffic emission estimations on missing data with CRBMs
Gutierrez-Torre, A.; Berral, J.; Buchaca, D.; Guevara, M.; Soret, A.; Carrera, D.
Engineering applications of artificial intelligence, ISSN: 0952-1976 (JCR Impact Factor-2020: 6.212; Quartil: Q1)
Publication date: 07/07/2020
Journal article

Automatic distributed deep learning using resource-constrained edge devices
Gutierrez-Torre, A.; Bahadori, K.; Baig, S.; Iqbal, W.; Vardanega, T.; Berral, J.; Carrera, D.
IEEE internet of things journal, ISSN: 2327-4662 (JCR Impact Factor-2022: 10.6; Quartil: Q1)
Publication date: 15/08/2022
Journal article

The holistic perspective of the INCISIVE Project: artificial intelligence in screening mammography
Lazic, I.; Agulló, F.; Aussó, S.; Alves, B.; Barelle, C.; Berral, J.; Bizopoulos, P.; Bunduc, O.; Gutierrez-Torre, A.
Applied sciences (Basel), ISSN: 2076-3417 (JCR Impact Factor-2022: 2.7; Quartil: Q2)
Publication date: 31/08/2022
Journal article

AUTHOR:RIVAS BARRAGAN, DANIEL
Title:Optimizing edge cloud deployments for video analytics
Reading date:09/11/2022
Tutor/a:BECERRA FONTAL, YOLANDA
Director:CARRERA PÉREZ, DAVID
Co-director:GUIM BERNAT, FRANCESC
Mention:No mention
RELATED PUBLICATIONS
Drug2ways: Reasoning over causal paths in biological networks for drug discovery
Rivas, D.; Mubeen, S.; Guim, F.; Hofmann, M.; Domingo, D.
PLoS computational biology, ISSN: 1553-7358 (JCR Impact Factor-2020: 4.475; Quartil: Q1)
Publication date: 02/12/2020
Journal article

Causal reasoning over knowledge graphs leveraging drug-perturbed and disease-specific transcriptomic signatures for drug discovery
Domingo, D.; Gadiya, Y.; Patel, A.; Mubeen, S.; Rivas, D.; Diana, C.; Misra, B.; Healey, D.; Rokicki, J.; Colluru, V.
PLoS computational biology, ISSN: 1553-7358 (JCR Impact Factor-2022: 4.3; Quartil: Q1)
Publication date: 25/02/2022
Journal article

Towards automatic model specialization for edge video analytics
Rivas, D.; Guim, F.; Polo, J.; Silva, P.; Berral, J.; Carrera, D.
Future generation computer systems, ISSN: 0167-739X (JCR Impact Factor-2022: 7.5; Quartil: Q1)
Publication date: 09/2022
Journal article

Performance characterization of video analytics workloads in heterogeneous edge infrastructures
Rivas, D.; Guim, F.; Polo, J.; Carrera, D.
Concurrency and computation: practice and experience, ISSN: 1532-0626 (JCR Impact Factor-2021: 1.831; Quartil: Q3)
Publication date: 25/06/2023
Journal article

Attosecond Soft-X-Ray Spectroscopy of a Transition Metal Dichalcogenide Material
Nonlinear Optics 2019
Presentation date: 15/07/2019
Presentation of work at congresses

Attosecond Soft X-Ray Absorption Spectroscopy in Graphite
Conference on Lasers & Electro-Optics / European Quantum Electronics Conference 2019
Presentation date: 23/06/2022
Presentation of work at congresses

Large-scale video analytics through object-level consolidation
EAI SmartCity360° 2021 - 7th EAI International Convention on Science and Technologies for Smart Cities
Presentation date: 2021
Presentation of work at congresses

Real-time flow of excitation inside a material with attosecond core-level soft X-ray spectroscopy
High Intensity Lasers and High Field Phenomena 2022
Presentation date: 21/03/2022
Presentation of work at congresses

Attosecond core-level spectroscopy reveals the flow of excitation in a material between light, carriers and phonons
CLEO: QELS_Fundamental Science 2022
Presentation date: 20/05/2022
Presentation of work at congresses

AUTHOR:PINTO RIVERO, DANIEL
Title:Acceleration of automatic speech recognition for low-power devices
Reading date:09/11/2022
Director:ARNAU MONTAÑES, JOSÉ MARÍA
Co-director:GONZÁLEZ COLÁS, ANTONIO MARIA
Mention:No mention
RELATED PUBLICATIONS
Design and evaluation of an ultra low-power human-quality speech recognition system
Pinto, D.; Arnau, J.; Gonzalez, A.
ACM transactions on architecture and code optimization, ISSN: 1544-3566 (JCR Impact Factor-2020: 0.919; Quartil: Q4)
Publication date: 11/2020
Journal article

A programmable accelerator for streaming automatic speech recognition on edge devices
6th Workshop on Cognitive Architectures
Presentation date: 2022
Presentation of work at congresses

AUTHOR:CALL BARREIRO, AARON
Title:Leveraging disaggregated accelerators and non-volatile memories to improve the efficiency of modern datacenters
Reading date:07/11/2022
Tutor/a:BECERRA FONTAL, YOLANDA
Director:CARRERA PÉREZ, DAVID
Co-director:POLO BARDÉS, JORDÀ
Mention:International Mention
RELATED PUBLICATIONS
Challenges and opportunities for RISC-V architectures towards genomics-based workloads
Gómez , G.; Call, A.; Teruel, X.; Alonso, L.; Morán, I.; Pérez, M.; Torrents, D.; Berral, J.
Springer
Publication date: 2023
Book chapter

Workload-aware placement strategies to leverage disaggregated resources in the datacenter
Call, A.; Polo, J.; Carrera, D.
IEEE systems journal, ISSN: 1932-8184 (JCR Impact Factor-2022: 4.4; Quartil: Q2)
Publication date: 03/2022
Journal article

Disaggregating non-volatile memory for throughput-oriented genomics workloads
24th International European Conference on Parallel and Distributed Computing
Presentation date: 08/2018
Presentation of work at congresses

AUTHOR:GONÇALO SEQUEIRA, DIOGO
Title:Exploiting optical signal analysis for autonomous communications
Reading date:31/10/2022
Director:VELASCO ESTEBAN, LUIS DOMINGO
Co-director:NAPOLI, ANTONIO
Mention:No mention
RELATED PUBLICATIONS
Autonomous and energy efficient lightpath operation based on digital subcarrier multiplexing
Velasco, L.; Barzegar, S.; Sequeira, D.; Ferrari, Alessio; Costa, N.; Curri, V.; Pedro, J.; Napoli, Antonio; Ruiz, M.
IEEE journal on selected areas in communications, ISSN: 0733-8716 (JCR Impact Factor-2021: 13.081; Quartil: Q1)
Publication date: 09/2021
Journal article

Deep learning-based real-time analysis of lightpath optical constellations [Invited]
Ruiz, M.; Sequeira, D.; Velasco, L.
Journal of optical communications and networking, ISSN: 1943-0620 (JCR Impact Factor-2022: 5.0; Quartil: Q1)
Publication date: 01/06/2022
Journal article

An autoencoder-based solution for IQ constellation analysis
47th European Conference on Optical Communication
Presentation date: 09/2021
Presentation of work at congresses

Lightweight optical constellation modeling by concatenating artificial neural networks
47th European Conference on Optical Communication
Presentation date: 09/2021
Presentation of work at congresses

AUTHOR:MAHDAVI, KAVEH
Title:Enhanced clustering analysis pipeline for performance analysis of parallel applications
Reading date:28/07/2022
Director:LABARTA MANCHO, JESUS JOSE
Mention:No mention
RELATED PUBLICATIONS
Unsupervised feature selection for noisy data
ADMA 2019 - 15th International Conference on Advanced Data Mining and Applications
Presentation date: 11/2019
Presentation of work at congresses

Organization component analysis: The method for extracting insights from the shape of cluster
International Joint Conference on Neural Networks 2021
Presentation date: 07/2021
Presentation of work at congresses

AUTHOR:CALDERÓN TORRES, ALEJANDRO JOSUÉ
Title:Real-time high-performance computing for embedded control systems
Reading date:21/07/2022
Tutor/a:CAZORLA ALMEIDA, FRANCISCO JAVIER
Director:KOSMIDIS, LEONIDAS
Co-director:NICOLÁS RAMÍREZ, CARLOS FERNANDO
Mention:No mention
RELATED PUBLICATIONS
GMAI: Understanding and exploiting the internals of GPU resource allocation in critical systems
Calderón, A.; Kosmidis, L.; Nicolás Ramírez, Carlos Fernando; Cazorla, F. J.; Onaindia, P.
ACM transactions on embedded computing systems, ISSN: 1539-9087 (JCR Impact Factor-2020: 1.193; Quartil: Q4)
Publication date: 09/2020
Journal article

Understanding and exploiting the internals of GPU resource allocation for critical systems
IEEE/ACM International Conference on Computer-Aided Design 2019
Presentation date: 11/2019
Presentation of work at congresses

Assessing and improving the suitability of model-based design for GPU-accelerated railway control systems
34th International Conference on Architecture of Computing Systems
Presentation date: 06/2021
Presentation of work at congresses

The UP2DATE baseline research platforms
24th Design, Automation and Test in Europe Conference and Exhibition
Presentation date: 04/02/2021
Presentation of work at congresses

AUTHOR:KELLER, KAI RASMUS
Title:Resilience for large ensemble computations
Reading date:01/07/2022
Tutor/a:CRISTAL KESTELMAN, ADRIAN
Director:BAUTISTA GOMEZ, LEONARDO ARTURO
Mention:International Mention
RELATED PUBLICATIONS
Extending the OpenCHK Model with advanced checkpoint features
Maroñas, M.; Mateo, S.; Keller, K.; Bautista Gomez, Leonardo Arturo; Ayguade, E.; Beltran, V.
Future generation computer systems, ISSN: 0167-739X (JCR Impact Factor-2020: 7.187; Quartil: Q1)
Publication date: 11/2020
Journal article

Checkpoint restart support for heterogeneous HPC applications
20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing
Presentation date: 05/2020
Presentation of work at congresses

Design and study of elastic recovery in HPC applications
27th International Conference on High Performance Computing, Data, and Analytics
Presentation date: 12/2020
Presentation of work at congresses

Towards zero-waste recovery and zero-overhead checkpointing in ensemble data assimilation
28th IEEE International Conference on High Performance Computing, Data, and Analytics
Presentation date: 12/2021
Presentation of work at congresses

AUTHOR:PEREDO ANDRADE, OSCAR FRANCISCO
Title:Large scale geostatistics with locally varying anisotropy
Reading date:09/06/2022
Director:HERRERO ZARAGOZA, JOSE RAMON
Mention:No mention
RELATED PUBLICATIONS
A path-level exact parallelization strategy for sequential simulation
Peredo, O.; Baeza, D.; Ortiz, J.; Herrero, J.
Computers and geosciences, ISSN: 0098-3004 (JCR Impact Factor-2018: 2.721; Quartil: Q2)
Publication date: 01/01/2018
Journal article

Acceleration strategies for large-scale sequential simulations using parallel neighbour search: Non-LVA and LVA scenarios
Peredo, O.; Herrero, J.
Computers and geosciences, ISSN: 0098-3004 (JCR Impact Factor-2022: 4.4; Quartil: Q1)
Publication date: 03/2022
Journal article

AUTHOR:BARZEGAR, SIMA
Title:Autonomous and reliable operation of multilayer optical networks
Reading date:03/06/2022
Director:VELASCO ESTEBAN, LUIS DOMINGO
Co-director:RUIZ RAMÍREZ, MARC
Mention:International Mention
RELATED PUBLICATIONS
Soft-failure detection, localization, identification, and severity prediction by estimating QoT model input parameters
Barzegar, S.; Ruiz, M.; Sgambelluri, A.; Cugini, F.; Napoli, Antonio; Velasco, L.
IEEE transactions on network and service management, ISSN: 1932-4537 (JCR Impact Factor-2021: 4.758; Quartil: Q2)
Publication date: 09/2021
Journal article

Packet flow capacity autonomous operation based on reinforcement learning
Barzegar, S.; Ruiz, M.; Velasco, L.
Sensors (Basel), ISSN: 1424-8220 (JCR Impact Factor-2021: 3.847; Quartil: Q2)
Publication date: 12/12/2021
Journal article

Intent-based networking and its application to optical networks [invited tutorial]
Velasco, L.; Barzegar, S.; Tabatabaeimehr, F.; Ruiz, M.
Journal of optical communications and networking, ISSN: 1943-0639 (JCR Impact Factor-2022: 5.0; Quartil: Q1)
Publication date: 01/01/2022
Journal article

Soft-failure localization and time-dependent degradation detection for network diagnosis
22nd International Conference on Transparent Optical Networks
Presentation date: 07/2020
Presentation of work at congresses

Soft-failure localization and device working parameters estimation in disaggregated scenarios
2020 Optical Fiber Communications Conference
Presentation date: 03/2020
Presentation of work at congresses

Reinforcement learning-based autonomous multilayer network operation
46th European Conference on Optical Communication
Presentation date: 12/2020
Presentation of work at congresses

Combining long-short term memory and reinforcement learning for improved autonomous network operation
2021 Optical Fiber Communications Conference and Exhibition
Presentation date: 06/2021
Presentation of work at congresses

Reliable and accurate autonomous flow operation based on off-line trained reinforcement learning
2021 Optical Fiber Communications Conference and Exhibition
Presentation date: 06/2021
Presentation of work at congresses

AUTHOR:TABATABAEIMEHR, FATEMEHSADAT
Title:Distributed collaborative knowledge management for optical network
Reading date:02/06/2022
Director:VELASCO ESTEBAN, LUIS DOMINGO
Co-director:COMELLAS COLOME, JAUME
Mention:International Mention
RELATED PUBLICATIONS
Knowledge management in optical networks: architecture, methods, and use cases [Invited]
Ruiz, M.; Tabatabaeimehr, F.; Velasco, L.
Journal of optical communications and networking, ISSN: 1943-0620 (JCR Impact Factor-2020: 3.984; Quartil: Q1)
Publication date: 01/01/2020
Journal article

Modeling and assessing connectivity services performance in a sandbox domain
Ruiz, M.; Ruiz, M.; Tabatabaeimehr, F.; Gifré, L.; López-Buedo, S.; López de Vergara, J.; González de Dios , O.; Velasco, L.
Journal of lightwave technology, ISSN: 0733-8724 (JCR Impact Factor-2020: 4.142; Quartil: Q1)
Publication date: 15/06/2020
Journal article

Cooperative learning for disaggregated delay modeling in multidomain networks
Tabatabaeimehr, F.; Ruiz, M.; Proietti, R.; Velasco, L.; Liu, C.; Chen, X.; Yoo, S.
IEEE transactions on network and service management, ISSN: 1932-4537 (JCR Impact Factor-2021: 4.758; Quartil: Q2)
Publication date: 05/05/2021
Journal article

Distributed and centralized options for self-learning
21st International Conference on Transparent Optical Networks
Presentation date: 2019
Presentation of work at congresses

Knowledge management in optical networks
22nd International Conference on Transparent Optical Networks
Presentation date: 07/2020
Presentation of work at congresses

Supporting beyond 5G applications by coordinating AI-based intent operation: an example for multilayer metro networks
46th European Conference on Optical Communication
Presentation date: 12/2020
Presentation of work at congresses

AUTHOR:MACIÀ SORROSAL, SANDRA
Title:Towards a domain specific language for computational fluid dynamics in HPC
Reading date:26/05/2022
Director:AYGUADÉ PARRA, EDUARD
Co-director:BELTRAN QUEROL, VICENÇ
Mention:No mention
RELATED PUBLICATIONS
Automated generation of high-performance computational fluid dynamics codes
Macià, S.; Martínez-Ferrer, P.; Ayguade, E.; Beltran, V.
Journal of computational science, ISSN: 1877-7503 (JCR Impact Factor-2022: 3.3; Quartil: Q2)
Publication date: 05/2022
Journal article

Saiph: towards a DSL for high-performance computational fluid dynamics
3rd International Workshop on Real World Domain Specific Languages
Presentation date: 24/02/2018
Presentation of work at congresses

Assembling a high-productivity DSL for computational fluid dynamics
2019 Platform for Advanced Scientific Computing Conference
Presentation date: 14/06/2019
Presentation of work at congresses

Finite difference methods fengshui: alignment through a mathematics of arrays
6th ACM SIGPLAN International Workshop on Libraries, Languages and Compilers for Array Programming
Presentation date: 06/2019
Presentation of work at congresses

Combining one-sided communications with task-based programming models
23rd IEEE International Conference on Cluster Computing
Presentation date: 09/2021
Presentation of work at congresses

AUTHOR:GOMEZ CRESPO, CONSTANTINO
Title:On the co-design of scientific applications and long vector architectures
Reading date:23/05/2022
Tutor/a:LABARTA MANCHO, JESUS JOSE
Director:MANTOVANI, FILIPPO
Co-director:CASAS GUIX, MARC
Mention:No mention
RELATED PUBLICATIONS
Design space exploration of next-generation HPC machines
33rd IEEE International Parallel and Distributed Processing Symposium
Presentation date: 21/05/2019
Presentation of work at congresses

Efficiently running SpMV on long vector architectures
26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming
Presentation date: 02/03/2021
Presentation of work at congresses

AUTHOR:BENEDICTE ILLESCAS, PEDRO
Title:Smart hardware designs for probabilistically-analyzable processor architectures
Reading date:07/04/2022
Director:CAZORLA ALMEIDA, FRANCISCO JAVIER
Co-director:LABARTA MANCHO, JESUS JOSE
Mention:No mention
RELATED PUBLICATIONS
Locality-aware cache random replacement policies
Benedicte, P.; Hernández, C.; Abella, J.; Cazorla, F. J.
Journal of systems architecture, ISSN: 1383-7621 (JCR Impact Factor-2019: 2.552; Quartil: Q2)
Publication date: 01/02/2019
Journal article

Performance analysis and optimization opportunities for NVIDIA automotive GPUs
Tabani, H.; Mazzocchetti, F.; Benedicte, P.; Abella, J.; Cazorla, F.
Journal of parallel and distributed computing, ISSN: 0743-7315 (JCR Impact Factor-2021: 4.542; Quartil: Q1)
Publication date: 06/2021
Journal article

Modelling the confidence of timing analysis for time randomised caches
11th IEEE International Symposium on Industrial Embedded Systems
Presentation date: 05/2016
Presentation of work at congresses

RPR: a random replacement policy with limited pathological replacements
33th ACM Symposium On Applied Computing
Presentation date: 09/04/2018
Presentation of work at congresses

Design and integration of hierarchical-placement multi-level caches for real-Time systems
2018 Design, Automation and Test in Europe Conference and Exhibition
Presentation date: 23/04/2018
Presentation of work at congresses

HWP: hardware support to reconcile cache energy, complexity, performance and WCET estimates in multicore real-time systems
30th Euromicro Conference on Real-Time Systems
Presentation date: 01/06/2018
Presentation of work at congresses

Towards limiting the impact of timing anomalies in complex real-time processors
24th Asia and South Pacific Design Automation Conference
Presentation date: 01/2019
Presentation of work at congresses

LAEC: Look-Ahead Error Correction codes in embedded processors L1 data cache
22nd Design, Automation and Test in Europe Conference and Exhibition
Presentation date: 03/2019
Presentation of work at congresses

Performance analysis and optimization of automotive GPUs
31st International Symposium on Computer Architecture and High Performance Computing
Presentation date: 16/10/2019
Presentation of work at congresses

Modeling contention interference in crossbar-based systems via Sequence-Aware Pairing (SeAP)
IEEE Real-Time and Embedded Technology and Applications Symposium
Presentation date: 04/2020
Presentation of work at congresses

SafeTI: a hardware traffic injector for MPSoC functional and timing validation
27th IEEE International Symposium on On-Line Testing and Robust System Design
Presentation date: 06/2021
Presentation of work at congresses

AUTHOR:SÁNCHEZ BARRERA, ISAAC
Title:Exploiting data locality in cache-coherent NUMA systems
Reading date:06/04/2022
Director:CASAS GUIX, MARC
Co-director:MORETÓ PLANAS, MIQUEL
Mention:International Mention
RELATED PUBLICATIONS
POSTER: Graph partitioning applied to dag scheduling to reduce NUMA effects
PPoPP '18 - 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming
Presentation date: 24/02/2018
Presentation of work at congresses

Reducing data movement on large shared memory systems by exploiting computation dependencies
32nd International Conference on Supercomputing
Presentation date: 12/06/2018
Presentation of work at congresses

On the benefits of tasking with OpenMP
15th International Workshop on OpenMP
Presentation date: 13/09/2019
Presentation of work at congresses

Modeling and optimizing NUMA effects and prefetching with machine learning
34th International Conference on Supercomputing
Presentation date: 06/2020
Presentation of work at congresses

AUTHOR:RAMÍREZ LAZO, CRISTÓBAL
Title:Adaptable register file organization for vector processors
Reading date:04/04/2022
Director:CRISTAL KESTELMAN, ADRIAN
Co-director:RAMÍREZ SALINAS, MARCO ANTONIO
Mention:International Mention
RELATED PUBLICATIONS
A RISC-V simulator and benchmark suite for designing and evaluating vector architectures
Ramírez, C.; Hernández, C.; Palomar, Ó.; Unsal, O.; Ramirez, M.; Cristal, A.
ACM transactions on architecture and code optimization, ISSN: 1544-3566 (JCR Impact Factor-2020: 0.919; Quartil: Q4)
Publication date: 11/2020
Journal article

An academic RISC-V silicon implementation based on open-source components
XXXV Conference on Design of Circuits and Integrated Systems
Presentation date: 20/11/2020
Presentation of work at congresses

BiSon-e: a lightweight and high-performance accelerator for narrow integer linear algebra computing on the edge
27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems
Presentation date: 2022
Presentation of work at congresses

AUTHOR:SANCHEZ VERDEJO, ROMMEL
Title:HPC memory systems: Implications of system simulation and checkpointing
Reading date:04/02/2022
Tutor/a:AYGUADÉ PARRA, EDUARD
Director:RADOJKOVIC, PETAR
Mention:No mention
RELATED PUBLICATIONS
PROFET: modeling system performance and energy without simulating the CPU
Radulovic, M.; Sanchez, R.; Carpenter, P.; Radojkovic, Petar; Jacob, B.; Ayguade, E.
Proceedings of the ACM on Measurement and Analysis of Computing Systems, ISSN:
Publication date: 06/2019
Journal article

Performance and power estimation of STT-MRAM main memory with reliable system-level simulation
Asifuzzaman, K.; Sanchez, R.; Radojkovic, Petar
ACM transactions on embedded computing systems, ISSN: 1558-3465 (JCR Impact Factor-2022: 2.0; Quartil: Q3)
Publication date: 01/2022
Journal article

Microbenchmarks for detailed validation and tuning of hardware simulators
15th International Conference on High Performance Computing & Simulation
Presentation date: 20/07/2017
Presentation of work at congresses

Main memory latency simulation: the missing link
International Symposium on Memory Systems 2018
Presentation date: 01/10/2018
Presentation of work at congresses

Rethinking cycle accurate DRAM simulation
International Symposium on Memory Systems
Presentation date: 09/2019
Presentation of work at congresses

AUTHOR:ELSHAZLY, HATEM MOHAMED ABDELFATTAH EID
Title:Programming model abstractions for optimizing I/O intensive applications
Reading date:28/01/2022
Director:BADIA SALA, ROSA MARIA
Mention:No mention
RELATED PUBLICATIONS
Accelerated execution via eager-release of dependencies in task-based workflows
Elshazly, H.; Lordan, F.; Ejarque, J.; Badia, R.M.
The international journal of high performance computing applications (IJHPCA), ISSN: 1094-3420 (JCR Impact Factor-2021: 2.82; Quartil: Q2)
Publication date: 01/07/2021
Journal article

Towards enabling I/O awareness in task-based programming models
Elshazly, H.; Ejarque, J.; Lordan, F.; Badia, R.M.
Future generation computer systems, ISSN: 0167-739X (JCR Impact Factor-2021: 7.307; Quartil: Q1)
Publication date: 08/2021
Journal article

Storage-heterogeneity aware task-based programming models to optimize I/O intensive applications
Elshazly, H.; Ejarque, J.; Badia, R.M.
IEEE transactions on parallel and distributed systems, ISSN: 1045-9219 (JCR Impact Factor-2022: 5.3; Quartil: Q1)
Publication date: 01/12/2022
Journal article

Performance meets programmability: Enabling native Python MPI tasks in PyCOMPSs
28th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing
Presentation date: 03/2020
Presentation of work at congresses

AUTHOR:RASOL, KURDMAN ABDULRAHMAN RASOL
Title:Flexible architecture for the future internet scalability of SDN control plane
Reading date:28/01/2022
Director:DOMINGO PASCUAL, JORDI
Mention:No mention
RELATED PUBLICATIONS
Joint placement latency optimization of the control plane
7th International Symposium on Networks, Computers and Communications
Presentation date: 20/10/2020
Presentation of work at congresses

Evaluation of joint controller placement for latency and reliability-aware control plane
8th International Conference on Software Defined Systems
Presentation date: 2021
Presentation of work at congresses

Joint latency and reliability-aware controller placement
35th International Conference on Information Networking
Presentation date: 10/01/2021
Presentation of work at congresses

Multi-level hierarchical controller placement in software defined networking
12th International Networking Conference
Presentation date: 21/09/2020
Presentation of work at congresses

AUTHOR:PUEYO CENTELLES, ROGER
Title:Towards LoRa mesh networks for the IoT
Reading date:12/11/2021
Director:MESEGUER PALLARES, ROQUE
Co-director:FREITAG, FELIX
Mention:No mention
RELATED PUBLICATIONS
LoRaMoto: a communication system to provide safety awareness among civilians after an earthquake
Roger Pueyo Centelles; Meseguer, R.; Freitag, F.; Navarro, L.; Ochoa, Sergio F.; Santos, R.
Future generation computer systems, ISSN: 0167-739X (JCR Impact Factor-2021: 7.307; Quartil: Q1)
Publication date: 02/2021
Journal article

Beyond the star of stars: An introduction to multihop and mesh for LoRa and LoRaWAN
Roger Pueyo Centelles; Freitag, F.; Meseguer, R.; Navarro, L.
IEEE pervasive computing, ISSN: 1536-1268 (JCR Impact Factor-2021: 1.603; Quartil: Q3)
Publication date: 04/2021
Journal article

An IoT-based infrastructure to enhance self-evacuations in natural hazardous events
Finochietto, M.; Micheletto, M.; Eggly, G.; Roger Pueyo Centelles; Santos, R.; Ochoa, Sergio F.; Meseguer, R.; Orozco, J.
Personal and ubiquitous computing, ISSN: 1617-4909 (JCR Impact Factor-2020: 3.006; Quartil: Q2)
Publication date: 2022
Journal article

On-device training of machine learning models on microcontrollers with federated learning
Llisterri, N.; Monfort Grau, M.; Roger Pueyo Centelles; Freitag, F.
Electronics (Switzerland), ISSN: 2079-9292 (JCR Impact Factor-2022: 2.9; Quartil: Q2)
Publication date: 14/02/2022
Journal article

Novel architecture for cellular IoT in future non-terrestrial networks: store and forward adaptations for enabling discontinuous feeder link operation
Kellermann, T.; Roger Pueyo Centelles; Camps-Mur, D.; Ferrús, R.; Guadalupi, M.; Calveras, A.
IEEE access, ISSN: 2169-3536 (JCR Impact Factor-2022: 3.9; Quartil: Q2)
Publication date: 29/06/2022
Journal article

A LoRa-Based communication system for coordinated response in an earthquake Aftermath
13th International Conference on Ubiquitous Computing and Ambient Intelligence
Presentation date: 2019
Presentation of work at congresses

REDEMON: Resilient Decentralized Monitoring system for edge Infrastructures
20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing
Presentation date: 05/2020
Presentation of work at congresses

DIMON: Distributed Monitoring System for decentralized edge clouds in Guifi.net
12th IEEE Conference on Service-Oriented Computing and Applications
Presentation date: 2019
Presentation of work at congresses

End user-managed service deployments in microclouds at the network edge
8th IEEE Global Conference on Consumer Electronics
Presentation date: 10/2019
Presentation of work at congresses

A monitoring system for distributed edge infrastructures with decentralized coordination
5th International Symposium on Algorithmic Aspects of Cloud Computing
Presentation date: 09/2019
Presentation of work at congresses

On-device training of machine learning models on microcontrollers with a look at federated learning
GoodIT 2021 - 1st ACM International Conference on Information Technology for Social Good
Presentation date: 09/2021
Presentation of work at congresses

Enabling multi-tenant cellular IoT services over LEO constellations in future 6G networks
73rd International Astronautical Congress
Presentation date: 20/09/2022
Presentation of work at congresses

AUTHOR:BARANDA HORTIGÜELA, JORGE
Title:End-to-end network service orchestration in heterogeneous domains for next-generation mobile networks
Reading date:09/11/2021
Tutor/a:CABELLOS APARICIO, ALBERTO
Director:MANGUES BAFALLUY, JOSEP
Mention:No mention
RELATED PUBLICATIONS
Orchestration of end-to-end network services in the 5G-Crosshaul multi-domain multi-technology transport network
Baranda, J.; Josep Mangues-Bafalluy; Pascual, I.; José Núñez-Martínez
IEEE communications magazine, ISSN: 0163-6804 (JCR Impact Factor-2018: 10.356; Quartil: Q1)
Publication date: 07/2018
Journal article

Realising the network service federation vision: enabling automated multidomain orchestration of network services
Baranda, J.; Josep Mangues-Bafalluy; Martínez, R.
IEEE Vehicular technology magazine: connecting the Mobile world, ISSN: 1556-6072 (JCR Impact Factor-2020: 10.384; Quartil: Q1)
Publication date: 06/2020
Journal article

Automated Service Provisioning and Hierarchical SLA Management in 5G Systems
Li, X.; Chiasserini, C.F.; Josep Mangues-Bafalluy; Baranda, J.; Landi, G.; Martini, B.; Costa-Pérez, X.; Puligheddu, C.; Valcarenghi, L.
IEEE transactions on network and service management, ISSN: 1932-4537 (JCR Impact Factor-2021: 4.758; Quartil: Q2)
Publication date: 2021
Journal article

Wireless Interface agent for SDN mmWave multi-hop networks: design and experimental evaluation
2nd ACM Workshop on Millimeter Wave Networks and Sensing Systems
Presentation date: 10/2018
Presentation of work at congresses

Deploying a containerized ns-3/LENA-based LTE mobile Network Service through the 5G-TRANSFORMER platform
2018 IEEE Conference on Network Function Virtualization and Software Defined Networks
Presentation date: 11/2018
Presentation of work at congresses

5G-TRANSFORMER service orchestrator: design implementation and evaluation
2019 European Conference on Networks and Communications
Presentation date: 06/2019
Presentation of work at congresses

Demo: composing services in 5G-TRANSFORMER
Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing
Presentation date: 07/2019
Presentation of work at congresses

Automated deployment and scaling of automotive safety services in 5G-Transformer
2019 IEEE Conference on Network Function Virtualization and Software Defined Networks
Presentation date: 11/2019
Presentation of work at congresses

Demo: AIML-as-a-Service for SLA management of a Digital Twin Virtual Network Service
Annual IEEE Conference on Computer Communications 2021
Presentation date: 05/2021
Presentation of work at congresses

Scaling Federated Network Services: Managing SLAs in Multi-Provider Industry 4.0 Scenarios
Annual IEEE Conference on Computer Communications 2021
Presentation date: 05/2021
Presentation of work at congresses

Experimental Validation of Compute and Network Resource Abstraction and Allocation Mechanisms within an NFV Infrastructure
IFIP/IEEE International Symposium on Integrated Network Management
Presentation date: 05/2021
Presentation of work at congresses

AUTHOR:PAILLISSÉ VILANOVA, JORDI
Title:Next generation overlay networks: security, trust, and deployment challenges
Reading date:23/07/2021
Director:CABELLOS APARICIO, ALBERTO
Co-director:MAINO, FABIO
Mention:International Mention
RELATED PUBLICATIONS
Programmable overlays via OpenOverlayRouter
Rodriguez, A.; Paillisse, J.; Coras, F.; Lopez, A.; Jakab, L.; Marc Portoles-Comeras; Natarajan , P.; Meyer, D.; Farinacci, D.; Maino, F.; Albert Cabellos-Aparicio; Ermagan, V.
IEEE communications magazine, ISSN: 0163-6804 (JCR Impact Factor-2017: 9.27; Quartil: Q1)
Publication date: 01/06/2017
Journal article

Decentralized trust in the inter-domain routing infrastructure
Paillisse, J.; Manrique, J.; Bonet, G.; Rodríguez, A.; Maino, F.; Albert Cabellos-Aparicio
IEEE access, ISSN: 2169-3536 (JCR Impact Factor-2019: 3.745; Quartil: Q1)
Publication date: 01/01/2019
Journal article

ALLIANCE Project: Architecting a Knowledge-Defined 5G-Enabled Network Infrastructure
20th International Conference on Transparent Optical Networks
Presentation date: 04/07/2018
Presentation of work at congresses

IPchain: securing IP prefix allocation and delegation with blockchain
14th IEEE International Conference on Green Computing and Communications
Presentation date: 08/2018
Presentation of work at congresses

Distributed access control with blockchain
IEEE International Conference on Communications 2019
Presentation date: 21/05/2019
Presentation of work at congresses

SD-access: practical experiences in designing and deploying software defined enterprise networks
16th International Conference on Emerging Networking Experiments and Technologies
Presentation date: 12/2020
Presentation of work at congresses

A control plane for WireGuard
30th International Conference on Computer Communications and Networks
Presentation date: 07/2021
Presentation of work at congresses

AUTHOR:TAGHVAEE, HAMIDREZA
Title:On scalable, reconfigurable, and intelligent metasurfaces
Reading date:21/07/2021
Director:CABELLOS APARICIO, ALBERTO
Co-director:ABADAL CAVALLÉ, SERGI
Award:
Mention:International Mention
RELATED PUBLICATIONS
The scaling laws of HyperSurfaces
Taghvaee, H.; S. Abadal; Alarcon, E.; Albert Cabellos-Aparicio; Saeed, T.; Pitsillides, A.; Tsilipakos, O.; Liaskos, C.; Tasolamprou, A.; Kafesaki, M.; Pitilakis, A.; Kantartzis, N.; Soteriou, V.; Lestas, M.
CRC Press
Publication date: 2020
Book chapter

Exploration of intercell wireless millimeter-wave communication in the landscape of intelligent metasurfaces
Tasolamprou, A.; Pitilakis, A.; S. Abadal; Tsilipakos, O.; Timoneda, X.; Taghvaee, H.; Mirmoosa, M.; Liu, F.; Liaskos, C.; Tsioliaridou, A.; Ioannidis, S.; Kantartzis, N.; Manessis, D.; Albert Cabellos-Aparicio; Alarcon, E.
IEEE access, ISSN: 2169-3536 (JCR Impact Factor-2019: 3.745; Quartil: Q1)
Publication date: 01/01/2019
Journal article

Scalability analysis of programmable metasurfaces for beam steering
Taghvaee, H.; S. Abadal; Pitilakis, A.; Tsilipakos, O.; Tasolamprou, A.; Liaskos, C.; Kafesaki, M.; Kantartzis, N.; Albert Cabellos-Aparicio; Alarcon, E.
IEEE access, ISSN: 2169-3536 (JCR Impact Factor-2020: 3.367; Quartil: Q2)
Publication date: 01/01/2020
Journal article

Toward intelligent metasurfaces: the progress from globally tunable metasurfaces to software-defined metasurfaces with an embedded network of controllers
Tsilipakos, O.; Tasolamprou, A.; Pitilakis, A.; Liu, F.; Wang, X.; Mirmoosa, M.; Tzarouchis, D.; S. Abadal; Taghvaee, H.; Liaskos, C.; Tsioliaridou, A.; Georgiou, J.; Albert Cabellos-Aparicio; Alarcon, E.; Ioannidis, S.; Pitsillides, A.; Akyildiz, I.; Kantartzis, N.; Economou, E.; Soukoulis, C.; Kafesaki, M.; Tretyakov, S.
Advanced optical materials, ISSN: 2195-1071 (JCR Impact Factor-2020: 9.926; Quartil: Q1)
Publication date: 01/01/2020
Journal article

Error analysis of programmable metasurfaces for beam steering
Taghvaee, H.; Albert Cabellos-Aparicio; Georgiou, J.; S. Abadal
IEEE Journal on Emerging and Selected Topics in Circuits and Systems, ISSN: 2156-3357 (JCR Impact Factor-2020: 3.916; Quartil: Q1)
Publication date: 01/03/2020
Journal article

Radiation pattern prediction for metasurfaces: A neural network-based approach
Taghvaee, H.; Jain, A.; Timoneda i, X.; Liaskos, C.; S. Abadal; Alarcon, E.; Albert Cabellos-Aparicio
Sensors (Basel), ISSN: 1424-8220 (JCR Impact Factor-2021: 3.847; Quartil: Q2)
Publication date: 14/04/2021
Journal article

Subwavelength focusing by engineered power-flow conformal metamirrors
Taghvaee, H.; Liu, F.; Tretyakov, S.; Díaz, A.
Physical review. B, ISSN: 2469-9969 (JCR Impact Factor-2021: 3.908; Quartil: Q2)
Publication date: 15/12/2021
Journal article

Workload characterization and traffic analysis for reconfigurable intelligent surfaces within 6G wireless systems
Saeed, T.; S. Abadal; Liaskos, C.; Pitsillides, A.; Taghvaee, H.; Albert Cabellos-Aparicio; Soteriou, V.; Alarcon, E.; Akyildiz, I.; Lestas, M.
IEEE transactions on mobile computing, ISSN: 1536-1233 (JCR Impact Factor-2021: 6.075; Quartil: Q1)
Publication date: 01/05/2023
Journal article

On the use of genetic algorithm to design and optimize graphene-based absorbers
Nanophotonics and Micro/Nano Optics International Conference 2018
Presentation date: 01/10/2018
Presentation of work at congresses

Opportunistic beamforming in wireless network-on-chip
2019 IEEE International Symposium on Circuits and Systems
Presentation date: 05/2019
Presentation of work at congresses

Fault tolerance in programmable metasurfaces: the beam steering case
2019 IEEE International Symposium on Circuits and Systems
Presentation date: 2019
Presentation of work at congresses

Workload characterization of programmable metasurfaces
6th ACM International Conference on Nanoscale Computing and Communication
Presentation date: 09/2019
Presentation of work at congresses

Extremum seeking control for beam steering using hypersurfaces
IEEE International Conference on Communications 2020
Presentation date: 06/2020
Presentation of work at congresses

On the use of programmable metasurfaces in vehicular networks
22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications
Presentation date: 09/2021
Presentation of work at congresses

Architecting more than Moore: wireless plasticity for massive heterogeneous computer architectures (WiPLASH)
18th ACM International Conference on Computing Frontiers
Presentation date: 13/05/2021
Presentation of work at congresses

AUTHOR:BOSCH PONS, JAUME
Title:Breaking host-centric management of Task-Based Parallel Programming Models
Reading date:21/07/2021
Director:ALVAREZ MARTINEZ, CARLOS
Co-director:JIMENEZ GONZALEZ, DANIEL
Mention:No mention
RELATED PUBLICATIONS
Method of managing task dependencies at runtime in a parallel computing system of a hardware processing system and a hardware acceleration processor
Universitat Politècnica de Catalunya
Registration date: 06/09/2022
Patent

A hardware runtime for task-based programming models
Tan, X.; Bosch, Jaume; Alvarez, C.; Jimenez, D.; Ayguade, E.; Valero, M.
IEEE transactions on parallel and distributed systems, ISSN: 1045-9219 (JCR Impact Factor-2019: 2.6; Quartil: Q2)
Publication date: 01/09/2019
Journal article

Asynchronous runtime with distributed manager for task-based programming models
Bosch, Jaume; Alvarez, C.; Jimenez, D.; Martorell, X.; Ayguade, E.
Parallel computing, ISSN: 0167-8191 (JCR Impact Factor-2020: 0.986; Quartil: Q3)
Publication date: 09/2020
Journal article

OmpSs@FPGA framework for high performance FPGA computing
De Haro, J.; Bosch, Jaume; Filgueras, A.; Vidal, Miquel; Jimenez, D.; Alvarez, C.; Martorell, X.; Ayguade, E.; Labarta, J.
IEEE transactions on computers, ISSN: 0018-9340 (JCR Impact Factor-2021: 3.183; Quartil: Q2)
Publication date: 01/12/2021
Journal article

High performance computing PP-distance algorithms to generate X-ray spectra from 3D models
González, C.; Balocco, S.; Bosch, Jaume; De Haro, J.; Paolini, M.; Filgueras, A.; Alvarez, C.; Pons, R.
International journal of molecular sciences, ISSN: 1422-0067 (JCR Impact Factor-2022: 5.6; Quartil: Q1)
Publication date: 27/09/2022
Journal article

TaskGenX: A hardware-software proposal for accelerating task parallelism
International Conference on High Performance Computing 2018
Presentation date: 06/2018
Presentation of work at congresses

Asynchronous task creation for task-based parallel programming
2018 OpenMP Developers Conference
Presentation date: 09/2018
Presentation of work at congresses

Supporting task creation inside FPGA devices
6th BSC Severo Ochoa Doctoral Symposium
Presentation date: 07/05/2019
Presentation of work at congresses

Application acceleration on FPGAs with OmpSs@FPGA
2018 International Conference on Field-Programmable Technology
Presentation date: 10/12/2018
Presentation of work at congresses

Adding tightly-integrated task scheduling acceleration to a RISC-V multi-core processor
52th Annual IEEE/ACM International Symposium on Microarchitecture
Presentation date: 10/2019
Presentation of work at congresses

Breaking master-slave model between host and FPGAs
25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming
Presentation date: 19/02/2020
Presentation of work at congresses

Design and implementation of an architecture-aware hardware runtime for heterogeneous systems
7th BSC Severo Ochoa Doctoral Symposium 2020
Presentation date: 05/2020
Presentation of work at congresses

Task-based programming models for heterogeneous recurrent workloads
17th International Symposium on Applied Reconfigurable Computing
Presentation date: 30/06/2021
Presentation of work at congresses

AUTHOR:BARREDO FERREIRA, ADRIÁN
Title:Novel techniques to improve the performance and the energy of vector architectures
Reading date:19/07/2021
Director:MORETÓ PLANAS, MIQUEL
Co-director:ARMEJACH SANOSA, ADRIÀ
Mention:International Mention
RELATED PUBLICATIONS
Efficiency analysis of modern vector architectures: vector ALU sizes, core counts and clock frequencies
Barredo, A.; Cebrián González, Juan Manuel; Valero, M.; Casas, M.; Moreto, M.
Journal of supercomputing, ISSN: 0920-8542 (JCR Impact Factor-2020: 2.474; Quartil: Q2)
Publication date: 03/2020
Journal article

Semi-automatic validation of cycle-accurate simulation infrastructures: The case for gem5-x86
Cebrián González, Juan Manuel; Barredo, A.; Caminal, H.; Moreto, M.; Casas, M.; Valero, M.
Future generation computer systems, ISSN: 0167-739X (JCR Impact Factor-2020: 7.187; Quartil: Q1)
Publication date: 11/2020
Journal article

Compiler-assisted compaction/restoration of SIMD instructions
Cebrián, J.; Balem, T.; Barredo, A.; Casas, M.; Moreto, M.; Ros Bardisa, Alberto; Jimborean, A.
IEEE transactions on parallel and distributed systems, ISSN: 1045-9219 (JCR Impact Factor-2022: 5.3; Quartil: Q1)
Publication date: 01/04/2022
Journal article

POSTER: SPiDRE: accelerating sparse memory access patterns
28th International Conference on Parallel Architectures and Compilation Techniques
Presentation date: 09/2019
Presentation of work at congresses

An optimized predication execution for SIMD extensions
28th International Conference on Parallel Architectures and Compilation Techniques
Presentation date: 09/2019
Presentation of work at congresses

Improving predication efficiency through compaction/restoration of SIMD instructions
HPCA 2020 - 27th International Symposium on High-Performance Computer Architecture
Presentation date: 2020
Presentation of work at congresses

PLANAR: a programmable accelerator for near-memory data rearrangement
35th International Conference on Supercomputing
Presentation date: 06/2021
Presentation of work at congresses

VIA: A smart scratchpad for vector units with application to sparse matrix computations
27th International Symposium on High Performance Computer Architecture
Presentation date: 2021
Presentation of work at congresses

AUTHOR:D'AMICO, MARCO
Title:Scheduling and resource management solutions for the scalable and efficient design of today's and tomorrow's HPC machines
Reading date:10/06/2021
Director:CORBALAN GONZALEZ, JULITA
Co-director:JOKANOVIC, ANA
Mention:International Mention
RELATED PUBLICATIONS
Evaluating SLURM simulator with real-machine SLURM and vice versa
2018 IEEE/ACM Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems
Presentation date: 2018
Presentation of work at congresses

DJSB: Dynamic Job Scheduling Benchmark
21st Workshop on Job Scheduling Strategies for Parallel Processing
Presentation date: 06/2017
Presentation of work at congresses

DROM: Enabling efficient and effortless malleability for resource managers
47th International Conference on Parallel Processing
Presentation date: 13/08/2018
Presentation of work at congresses

Holistic slowdown driven scheduling and resource management for malleable jobs
48th International Conference on Parallel Processing
Presentation date: 06/08/2019
Presentation of work at congresses

AUTHOR:BELLVER BUENO, MÍRIAM
Title:Image and video object segmentation in low supervision scenarios
Reading date:26/03/2021
Director:TORRES VIÑALS, JORDI
Co-director:GIRÓ NIETO, XAVIER
Mention:No mention
RELATED PUBLICATIONS
Mask-guided sample selection for semi-supervised instance segmentation
Bellver, M.; Salvador, A.; Torres, J.; Giro, X.
Multimedia tools and applications, ISSN: 1380-7501 (JCR Impact Factor-2020: 2.757; Quartil: Q2)
Publication date: 05/07/2020
Journal article

The Liver Tumor Segmentation Benchmark (LiTS)
Bilic, P.; Christ, P.; Li, H.; Vorontso, E.; Ben, A.; Kaissis, G.; Szeski, A.; Bellver, M.; Giro, X.; Torres, J.
Medical image analysis, ISSN: 1361-8415 (JCR Impact Factor-2021: 15.6
Publication date: 02/2023
Journal article

Hierarchical object detection with deep reinforcement learning
Third Deep Reinforcement Learning Workshop
Presentation date: 16/12/2016
Presentation of work at congresses

Distributed training strategies for a computer vision deep learning algorithm on a distributed GPU cluster
International Conference on Computational Science 2017
Presentation date: 14/06/2017
Presentation of work at congresses

Detection-aided liver lesion segmentation using deep learning
Machine Learning for Health Workshop at NIPS 2017
Presentation date: 08/12/2017
Presentation of work at congresses

RVOS: end-to-end recurrent network for video object segmentation
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition
Presentation date: 19/06/2019
Presentation of work at congresses

Budget-aware semi-supervised semantic and instance segmentation
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition
Presentation date: 16/06/2019
Presentation of work at congresses

AUTHOR:SEGURA SALVADOR, ALBERT
Title:High-performance and energy-efficient irregular graph processing on GPU architectures
Reading date:18/02/2021
Director:ARNAU MONTAÑES, JOSÉ MARÍA
Co-director:GONZÁLEZ COLÁS, ANTONIO MARIA
Mention:No mention
RELATED PUBLICATIONS
Low-power automatic speech recognition through a mobile GPU and a Viterbi accelerator
Yazdani, R.; Segura, A.; Arnau, J.; Gonzalez, A.
IEEE micro, ISSN: 0272-1732 (JCR Impact Factor-2017: 1.913; Quartil: Q2)
Publication date: 12/04/2017
Journal article

An ultra low-power hardware accelerator for automatic speech recognition
49th Annual IEEE/ACM Symposium on Microarchitecture
Presentation date: 17/10/2016
Presentation of work at congresses

SCU: a GPU stream compaction unit for graph processing
46th International Symposium on Computer Architecture
Presentation date: 24/06/2019
Presentation of work at congresses

AUTHOR:MAROÑAS BRAVO, MARCOS
Title:On the design and development of programming models for exascale systems
Reading date:17/02/2021
Director:BELTRAN QUEROL, VICENÇ
Co-director:AYGUADÉ PARRA, EDUARD
Mention:International Mention
RELATED PUBLICATIONS
Worksharing tasks: An efficient way to exploit irregular and fine-grained loop parallelism
IEEE 26th International Conference on High Performance Computing, Data, and Analytics
Presentation date: 12/2019
Presentation of work at congresses

Evaluating worksharing tasks on distributed environments
22nd IEEE International Conference on Cluster Computing
Presentation date: 09/2020
Presentation of work at congresses

Advanced synchronization techniques for task-based runtime systems
26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming
Presentation date: 27/02/2021
Presentation of work at congresses

AUTHOR:SILFA FELIZ, FRANYELL ANTONIO
Title:Energy-efficient architectures for recurrent neural networks
Reading date:25/01/2021
Director:ARNAU MONTAÑES, JOSÉ MARÍA
Co-director:GONZÁLEZ COLÁS, ANTONIO MARIA
Mention:No mention
RELATED PUBLICATIONS
Neuron-level fuzzy memoization in RNNs
52th Annual IEEE/ACM International Symposium on Microarchitecture
Presentation date: 14/10/2019
Presentation of work at congresses

Boosting LSTM performance through dynamic precision selection
27th International Conference on High Performance Computing, Data, and Analytics
Presentation date: 16/12/2020
Presentation of work at congresses

AUTHOR:BUCHACA PRATS, DAVID
Title:Learning workload behaviour models from monitored time-series for resource estimation towards data center optimization
Reading date:14/01/2021
Tutor/a:BECERRA FONTAL, YOLANDA
Director:CARRERA PÉREZ, DAVID
Co-director:BERRAL GARCÍA, JOSEP LLUÍS
Mention:International Mention
RELATED PUBLICATIONS
A highly parameterizable framework for Conditional Restricted Boltzmann Machine based workloads accelerated with FPGAs and OpenCL
Jaksic, Z.; Cadenelli, N.; Buchaca, D.; Polo, J.; Berral, J.; Carrera, D.
Future generation computer systems, ISSN: 0167-739X (JCR Impact Factor-2020: 7.187; Quartil: Q1)
Publication date: 01/03/2020
Journal article

Sequence-to-sequence models for workload interference prediction on batch processing datacenters
Buchaca, D.; Marcual, J.; Berral, J.; Carrera, D.
Future generation computer systems, ISSN: 0167-739X (JCR Impact Factor-2020: 7.187; Quartil: Q1)
Publication date: 09/2020
Journal article

You only run once: Spark auto-tuning from a single run
Buchaca, D.; Albuquerque, F.; Costa, C.; Berral, J.
IEEE transactions on network and service management, ISSN: 1932-4537 (JCR Impact Factor-2020: 4.195; Quartil: Q2)
Publication date: 12/2020
Journal article

TunaOil: A tuning algorithm strategy for reservoir simulation workloads
Albuquerque, F.; Buchaca, D.; Rodrigues, J.; Berral, J.
Journal of computational science, ISSN: 1877-7503 (JCR Impact Factor-2022: 3.3; Quartil: Q2)
Publication date: 09/2022
Journal article

Proactive container auto-scaling for cloud native machine learning services
13th IEEE International Conference on Cloud Computing
Presentation date: 10/2020
Presentation of work at congresses

Theta-Scan: Leveraging behavior-driven forecasting for vertical auto-scaling in container cloud
14th IEEE International Conference on Cloud Computing
Presentation date: 2021
Presentation of work at congresses

AUTHOR:CAMPOS CAMÚÑEZ, VÍCTOR
Title:Deep learning that scales: Leveraging compute and data
Reading date:22/12/2020
Director:TORRES VIÑALS, JORDI
Co-director:GIRÓ NIETO, XAVIER
Mention:No mention
RELATED PUBLICATIONS
Is a “happy dog” more “happy” than “dog”? - Adjective and Noun Contributions for Adjective-Noun Pair prediction
11th Women in Machine Learning Workshop
Presentation date: 05/12/2016
Presentation of work at congresses

Scaling a convolutional neural network for classification of adjective noun pairs with TensorFlow on GPU clusters
17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing
Presentation date: 14/05/2017
Presentation of work at congresses

Importance weighted evolution strategies
Deep Reinforcement Learning Workshop 2018
Presentation date: 07/12/2018
Presentation of work at congresses

Skip RNN: learning to skip state updates in recurrent neural networks
6th International Conference on Learning Representations
Presentation date: 03/05/2018
Presentation of work at congresses

Comparing fixed and adaptive computation time for recurrent neural networks
6th International Conference on Learning Representations
Presentation date: 01/05/2018
Presentation of work at congresses

How to initialize your network? Robust initialization for WeightNorm & ResNets
33rd Annual Conference on Neural Information Processing Systems
Presentation date: 05/12/2019
Presentation of work at congresses

Explore, discover and learn: unsupervised discovery of state-covering skills
37th International Conference on Machine Learning
Presentation date: 14/07/2020
Presentation of work at congresses

AUTHOR:CIACCIA, FRANCESCO
Title:Definition of new WAN paradigms enabled by smart measurements
Reading date:04/12/2020
Director:SERRAL GRACIÀ, RENÉ
Co-director:NEMIROVSKY, MARIO DANIEL
Mention:Industrial Doctorate Mention (Generalitat)
RELATED PUBLICATIONS
Intelligent adaptive transport layer to enhance performance using multiple channels
Registration date: 18/06/2017
Patent

Intelligent Adaptive Transport Layer to Enhance Performance Using Multiple Channels
Clevernet Inc.
Registration date: 18/06/2017
Patent

Improving TCP performance and reducing self-induced congestion with receive window modulation
28th International Conference on Computer Communications and Networks
Presentation date: 01/08/2019
Presentation of work at congresses

SABES: Statistical Available Bandwidth EStimation from passive TCP measurements
19th IFIP Networking Conference
Presentation date: 22/06/2020
Presentation of work at congresses

HIRE: Hidden Inter-packet Red-shift Effect
2020 IEEE Global Communications Conference
Presentation date: 11/12/2020
Presentation of work at congresses

AUTHOR:TRILLA RODRÍGUEZ, DAVID
Title:Non-functional considerations of time-randomized processor architectures
Reading date:04/12/2020
Tutor/a:CAZORLA ALMEIDA, FRANCISCO JAVIER
Director:ABELLA FERRER, JAIME
Co-director:HERNANDEZ LUZ, CARLES
Mention:International Mention
RELATED PUBLICATIONS
Worst-case energy consumption: A new challenge for battery-powered critical devices
Trilla, D.; Hernández, C.; Abella, J.; Cazorla, F. J.
IEEE transactions on sustainable computing, ISSN: 2377-3782 (JCR Impact Factor-2021: 4.908; Quartil: Q1)
Publication date: 01/07/2021
Journal article

Modeling the impact of process variations in worst-case energy consumption estimation
22nd Euromicro Conference on Digital System Design
Presentation date: 08/2019
Presentation of work at congresses

An approach for detecting power peaks during testing and breaking systematic pathological behavior
22nd Euromicro Conference on Digital System Design
Presentation date: 08/2019
Presentation of work at congresses

SafeDE: a flexible Diversity Enforcement hardware module for light-lockstepping
27th IEEE International Symposium on On-Line Testing and Robust System Design
Presentation date: 06/2021
Presentation of work at congresses

SafeSU: an extended statistics unit for multicore timing interference
26th IEEE European Test Symposium
Presentation date: 05/2021
Presentation of work at congresses

AUTHOR:DIMIC, VLADIMIR
Title:Runtime-assisted optimizations in the on-chip memory hierarchy
Reading date:27/11/2020
Director:MORETÓ PLANAS, MIQUEL
Co-director:CASAS GUIX, MARC
Mention:No mention
RELATED PUBLICATIONS
Runtime-assisted shared cache insertion policies based on re-reference intervals
23rd International European Conference on Parallel and Distributed Computing
Presentation date: 30/08/2017
Presentation of work at congresses

RICH: implementing reductions in the cache hierarchy
34th International Conference on Supercomputing
Presentation date: 06/2020
Presentation of work at congresses

PrioRAT: criticality-driven prioritization inside the on-chip memory hierarchy
27th International European Conference on Parallel and Distributed Computing
Presentation date: 09/2021
Presentation of work at congresses

AUTHOR:SENGUPTA, SOUVIK
Title:Adaptive learning-based resource management strategy in fog-to-cloud
Reading date:20/10/2020
Director:GARCÍA ALMIÑANA, JORDI
Co-director:MASIP BRUIN, XAVIER
Mention:No mention
RELATED PUBLICATIONS
Essentiality of managing the resource information in the coordinated fog-to-cloud paradigm
Sengupta, S.; Garcia, J.; Masip, X.
International journal of communication systems, ISSN: 1074-5351 (JCR Impact Factor-2019: 1.319; Quartil: Q3)
Publication date: 26/12/2019
Journal article

An architectural schema for performance prediction using machine learning in the fog-to-cloud paradigm
2019 IEEE 10th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference
Presentation date: 10/2019
Presentation of work at congresses

SFDDM: a secure distributed database management in combined fog-to-cloud systems
2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks
Presentation date: 09/2019
Presentation of work at congresses

Collaborative learning-based schema for predicting resource usage and performance in F2C paradigm
14th IEEE International Conference on Advanced Networks and Telecommunications Systems
Presentation of work at congresses

AUTHOR:RIERA VILLANUEVA, MARC
Title:Low-power accelerators for cognitive computing
Reading date:09/10/2020
Director:ARNAU MONTAÑES, JOSÉ MARÍA
Co-director:GONZÁLEZ COLÁS, ANTONIO MARIA
Mention:No mention
RELATED PUBLICATIONS
CGPA: Coarse-Grained Pruning of Activations for Energy-Efficient RNN Inference
Riera, M.; Arnau, J.; Gonzalez, A.
IEEE micro, ISSN: 0272-1732 (JCR Impact Factor-2019: 3.172; Quartil: Q1)
Publication date: 01/09/2019
Journal article

Computation reuse in DNNs by exploiting input similarity
The 45th International Symposium on Computer Architecture
Presentation date: 19/07/2018
Presentation of work at congresses

The dark side of DNN pruning
The 45th International Symposium on Computer Architecture
Presentation date: 02/06/2018
Presentation of work at congresses

AUTHOR:RAMÓN-CORTÉS VILARRODONA, CRISTIÁN
Title:Programming models to support data science workflows
Reading date:28/09/2020
Director:BADIA SALA, ROSA MARIA
Co-director:EJARQUE ARTIGAS, JORGE
Mention:International Mention
RELATED PUBLICATIONS
Executing linear algebra kernels in heterogeneous distributed infrastructures with PyCOMPSs
Amela, R.; Cristián Ramón-Cortés Vilarrodona; Ejarque, J.; Conejero, J.; Badia, R.M.
Oil and gas science and technology. Revue de l'Institut Français du Pétrole, ISSN: 1294-4475 (JCR Impact Factor-2018: 1.867; Quartil: Q1)
Publication date: 2018
Journal article

Transparent orchestration of task-based parallel applications in containers platforms
Cristián Ramón-Cortés Vilarrodona; Serven, A.; Ejarque, J.; Lezzi, D.; Badia, R.M.
Journal of grid computing, ISSN: 1570-7873 (JCR Impact Factor-2018: 3.288; Quartil: Q1)
Publication date: 01/02/2018
Journal article

AutoParallel: Automatic parallelisation and distributed execution of affine loop nests in Python
Cristián Ramón-Cortés Vilarrodona; Amela, R.; Ejarque, J.; Clauss, P.; Badia, R.M.
The international journal of high performance computing applications (IJHPCA), ISSN: 1741-2846 (JCR Impact Factor-2020: 1.942; Quartil: Q2)
Publication date: 2020
Journal article

A programming model for hybrid workflows: combining task-based workflows and dataflows all-in-one
Cristián Ramón-Cortés Vilarrodona; Lordan, F.; Ejarque, J.; Badia, R.M.
Future generation computer systems, ISSN: 0167-739X (JCR Impact Factor-2020: 7.187; Quartil: Q1)
Publication date: 12/2020
Journal article

The impact of non-additive genetic associations on age-related complex diseases
Guindo, M.; Amela, R.; Bonàs-Guarch, S.; Puiggros, M.; Salvoro, C.; Miguel-Escalada, I.; Sánchez, F.; Cristián Ramón-Cortés Vilarrodona; Badia, R.M.; Ejarque, J.; Mercader, J.; Torrents , D.
Nature communications, ISSN: 2041-1723 (JCR Impact Factor-2021: 17.694; Quartil: Q1)
Publication date: 23/04/2021
Journal article

Enabling Python to execute efficiently in heterogeneous distributed infrastructures with PyCOMPSs
7th Workshop on Python for High-Performance and Scientific Computing
Presentation date: 11/11/2017
Presentation of work at congresses

Boosting atmospheric dust forecast with PyCOMPSs
14th IEEE International Conference on e-Science
Presentation date: 11/2018
Presentation of work at congresses

AUTHOR:REJIBA, ZEINEB
Title:Mobility-aware mechanisms for fog node discovery and selection
Reading date:10/09/2020
Director:MASIP BRUIN, XAVIER
Co-director:MARIN TORDERA, EVA
Mention:No mention
RELATED PUBLICATIONS
A user-centric mobility management scheme for high-density fog computing deployments
28th International Conference on Computer Communications and Networks
Presentation date: 30/07/2019
Presentation of work at congresses

Computation task assignment in vehicular fog computing: a learning approach via neighbor advice
18th IEEE International Symposium on Network Computing and Applications
Presentation date: 26/09/2019
Presentation of work at congresses

AUTHOR:SUÁREZ-VARELA MACIÁ, JOSÉ RAFAEL
Title:Enabling knowledge-defined networks: Deep reinforcement learning, graph neural networks and network analytics
Reading date:26/06/2020
Director:BARLET ROS, PERE
Co-director:CABELLOS APARICIO, ALBERTO
Mention:International Mention
RELATED PUBLICATIONS
Flow monitoring in software-defined networks: finding the accuracy/performance tradeoffs
Suarez-varela, J.; Barlet, P.
Computer networks, ISSN: 1389-1286 (JCR Impact Factor-2018: 3.03; Quartil: Q1)
Publication date: 22/04/2018
Journal article

Routing in optical transport networks with deep reinforcement learning
Suarez-varela, J.; Mestres, A.; Yu, J.; Kuang, L.; Feng, H.; Albert Cabellos-Aparicio; Barlet, P.
Journal of optical communications and networking, ISSN: 1943-0620 (JCR Impact Factor-2019: 3.425; Quartil: Q1)
Publication date: 2019
Journal article

Unveiling the potential of Graph Neural Networks for network modeling and optimization in SDN
5th Symposium on SDN Research
Presentation date: 04/04/2019
Presentation of work at congresses

Feature engineering for deep reinforcement learning based routing
IEEE International Conference on Communications 2019
Presentation date: 21/05/2019
Presentation of work at congresses

Detecting cryptocurrency miners with NetFlow/IPFIX network measurements
5th IEEE International Workshop on Measurements and Networking
Presentation date: 08/07/2019
Presentation of work at congresses

Is machine learning ready for traffic engineering optimization?
29th IEEE International Conference on Network Protocols
Presentation date: 02/11/2021
Presentation of work at congresses

AUTHOR:ANGLADA SÁNCHEZ, MARTÍ
Title:Exploiting frame coherence in real-time rendering for energy-efficient GPUs.
Reading date:09/06/2020
Director:GONZÁLEZ COLÁS, ANTONIO MARIA
Co-director:PARCERISA BUNDO, JOAN MANUEL
Mention:No mention
RELATED PUBLICATIONS
SyRA: early system reliability analysis for cross-layer soft errors resilience in memory arrays of microprocessor systems
Vallero, A.; Savino, A.; Chatzidimitriou, A.; Kaliorakis, M.; Kooli, M.; Riera, M.; Anglada, M.; Di Natale, G.; Bosio, A.; Canal, R.; Gonzalez, A.; Gizopoulos, D.; Mariani, R.; Stefano Di Carlo
IEEE transactions on computers, ISSN: 0018-9340 (JCR Impact Factor-2018: 3.131; Quartil: Q1)
Publication date: 18/12/2018
Journal article

AUTHOR:NARO, DANIEL
Title:Security strategies in genomic files
Reading date:15/05/2020
Director:DELGADO MERCE, JAIME M.
Co-director:LLORENTE VIEJO, SILVIA
Mention:No mention
RELATED PUBLICATIONS
Reversible fingerprinting for genomic information
Naro, D.; Delgado, J.; Llorente, S.
Multimedia tools and applications, ISSN: 1380-7501 (JCR Impact Factor-2020: 2.757; Quartil: Q2)
Publication date: 03/01/2020
Journal article

Side channel attack on a partially encrypted MPEG-G file
Naro, D.; Delgado, J.; Llorente, S.
Multimedia tools and applications, ISSN: 1380-7501 (JCR Impact Factor-2021: 2.577; Quartil: Q2)
Publication date: 05/2021
Journal article

AUTHOR:SEMBROIZ AUSEJO, DAVID
Title:Ambient intelligence in buildings. Design and development of an interoperable Internet of Things platform
Reading date:06/03/2020
Director:CAREGLIO, DAVIDE
Co-director:RICCIARDI, SERGIO
Mention:No mention
RELATED PUBLICATIONS
Chapter 10- A novel cloud-based IoT architecture for smart building automation
Sembroiz, D.; Ricciardi, S.; Careglio, D.
Elsevier
Publication date: 2018
Book chapter

A GRASP meta-heuristic for evaluating the latency and lifetime impact of critical nodes in large wireless sensor networks
Sembroiz, D.; Ojaghi Kahjogh, B.; Careglio, D.; Ricciardi, S.
Applied sciences (Basel), ISSN: 2076-3417 (JCR Impact Factor-2019: 2.474; Quartil: Q2)
Publication date: 01/11/2019
Journal article

AUTHOR:CADENELLI, NICOLA
Title:Hardware/software co-design for data-intensive genomics workloads
Reading date:19/12/2019
Tutor/a:BECERRA FONTAL, YOLANDA
Director:CARRERA PÉREZ, DAVID
Co-director:POLO BARDÉS, JORDÀ
Mention:No mention
RELATED PUBLICATIONS
Enabling genomics pipelines in commodity personal computers with flash storage
Cadenelli, N.; Jun, S.; Polo, J.; Wright, A.; Carrera, D.; Mithal, A.
Frontiers in genetics, ISSN: 1664-8021 (JCR Impact Factor-2021: 4.772; Quartil: Q1)
Publication date: 04/2021
Journal article

AUTHOR:MILUTINOVIC, SUZANA
Title:On the limits of probabilistic timing analysis
Reading date:18/12/2019
Director:CAZORLA ALMEIDA, FRANCISCO JAVIER
Co-director:ABELLA FERRER, JAIME
Mention:International Mention
RELATED PUBLICATIONS
Increasing the reliability of software timing analysis for cache-based processors
Milutinovic, S.; Mezzetti, Enrico; Abella, J.; Cazorla, F. J.
IEEE transactions on computers, ISSN: 0018-9340 (JCR Impact Factor-2019: 2.711; Quartil: Q2)
Publication date: 01/06/2019
Journal article

Measurement-based cache representativeness on multipath programs
55rd Design Automation Conference
Presentation date: 06/2018
Presentation of work at congresses

AUTHOR:BAIG, SHUJA-UR-REHMAN
Title:Data center's telemetry reduction and prediction through modeling techniques
Reading date:17/12/2019
Tutor/a:BECERRA FONTAL, YOLANDA
Director:CARRERA PÉREZ, DAVID
Co-director:BERRAL GARCÍA, JOSEP LLUÍS
Mention:No mention
RELATED PUBLICATIONS
Adaptive prediction models for data center resources utilization estimation
Baig, S.; Iqbal, W.; Berral, J.; Erradi, A.; Carrera, D.
IEEE transactions on network and service management, ISSN: 1932-4537 (JCR Impact Factor-2019: 3.878; Quartil: Q1)
Publication date: 12/2019
Journal article

Real-time data center's telemetry reduction and reconstruction using Markov chain models
Baig, S.; Iqbal, W.; Berral, J.; Erradi, A.; Carrera, D.
IEEE systems journal, ISSN: 1932-8184 (JCR Impact Factor-2019: 3.987; Quartil: Q1)
Publication date: 12/2019
Journal article

Adaptive sliding windows for improved estimation of data center resource utilization
Baig, S.; Iqbal, W.; Berral, J.; Carrera, D.
Future generation computer systems, ISSN: 0167-739X (JCR Impact Factor-2020: 7.187; Quartil: Q1)
Publication date: 03/2020
Journal article

AUTHOR:GARRIDO PLATERO, LUIS ANGEL
Title:Virtualization techniques for memory resource exploitation
Reading date:26/11/2019
Director:CARPENTER, PAUL MATTHEW
Co-director:BADIA SALA, ROSA MARIA
Mention:No mention
RELATED PUBLICATIONS
Continuous-action reinforcement learning for memory allocation in virtualized servers
International Conference on High Performance Computing 2019
Presentation date: 06/2019
Presentation of work at congresses

SmarTmem: Intelligent management of transcendent memory in a virtualized server
33rd International Parallel and Distributed Processing Symposium Workshops
Presentation date: 05/2019
Presentation of work at congresses

AUTHOR:CAPDEVILA PUJOL, JOAN
Title:Exploring the topical structure of short text through probability models: from tasks to fundamentals
Reading date:26/09/2019
Director:TORRES VIÑALS, JORDI
Co-director:CERQUIDES BUENO, JESÚS
Mention:International Mention
RELATED PUBLICATIONS
Experiments with learning graphical models on text
Capdevila, J.; Zhao, H.; Petitjean, F.; Buntine, W.
Behaviormetrika, ISSN: 1349-6964
Publication date: 2018
Journal article

AUTHOR:VILLALBA NAVARRO, ÁLVARO
Title:Scalable processing of aggregate functions for data streams in resource-constrained environments
Reading date:05/09/2019
Director:CARRERA PÉREZ, DAVID
Mention:No mention
RELATED PUBLICATIONS
Multi-tenant Pub/Sub processing for real-time data streams
24th International European Conference on Parallel and Distributed Computing
Presentation date: 08/2018
Presentation of work at congresses

Constant-time approximate sliding window framework with error control
22nd IEEE International Symposium on Real-Time Distributed Computing
Presentation date: 05/2019
Presentation of work at congresses

AUTHOR:JAULMES, LUC ÉTIENNE
Title:Exploiting task-based programming models for resilience
Reading date:21/06/2019
Director:CASAS GUIX, MARC
Co-director:MORETÓ PLANAS, MIQUEL
Mention:International Mention
RELATED PUBLICATIONS
A vulnerability factor for ECC-protected memory
25th IEEE International Symposium on On-Line Testing and Robust System Design
Presentation date: 07/2019
Presentation of work at congresses

Runtime-guided ECC protection using online estimation of memory vulnerability
2020 International Conference for High Performance Computing, Networking, Storage and Analysis
Presentation date: 11/2020
Presentation of work at congresses

AUTHOR:RADULOVIC, MILAN
Title:Memory bandwidth and latency in HPC: System requirements and performance impact
Reading date:07/05/2019
Tutor/a:AYGUADÉ PARRA, EDUARD
Director:RADOJKOVIC, PETAR
Mention:No mention
RELATED PUBLICATIONS
Multilevel simulation-based co-design of next generation HPC microprocessors
12th International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems
Presentation date: 2021
Presentation of work at congresses

AUTHOR:CARNEIRO DO AMARAL, MARCELO
Title:Improving resource efficiency in virtualized datacenters
Reading date:29/04/2019
Director:CARRERA PÉREZ, DAVID
Co-director:POLO BARDÉS, JORDÀ
Mention:No mention
RELATED PUBLICATIONS
DRMaestro: orchestrating disaggregated resources on virtualized data-centers
Carneiro Do, M.; Polo, J.; Carrera, D.; González, N.; Yang, C.; Morari, A.; D'Amora, B.; Youssef, A.; Steinder, M.
Journal of cloud computing, ISSN: 2192-113X (JCR Impact Factor-2021: 3.418; Quartil: Q2)
Publication date: 06/03/2021
Journal article

AUTHOR:CHASAPIS, DIMITRIOS
Title:Towards resource-aware computing for task-based runtimes and parallel architectures
Reading date:24/04/2019
Director:CASAS GUIX, MARC
Co-director:MORETÓ PLANAS, MIQUEL
Mention:International Mention
RELATED PUBLICATIONS
Power efficient job scheduling by predicting the impact of processor manufacturing variability
33rd International Conference on Supercomputing
Presentation date: 06/2019
Presentation of work at congresses

AUTHOR:RUMIPAMBA ZAMBRANO, RUBÉN DARÍO
Title:Contributions to network planning and operation of Flex-Grid/SDM optical core networks
Reading date:14/03/2019
Director:PERELLO MUNTAN, JORDI
Co-director:SPADARO, SALVATORE
Mention:No mention
RELATED PUBLICATIONS
Greenfield gradual migration planning toward spectrally-spatially flexible optical networks
Lechowicz, P.; Goscien, R.; Rumipamba, R.; Perello, J.; Spadaro, S.; Walkowiak, K.
IEEE communications magazine, ISSN: 0163-6804 (JCR Impact Factor-2019: 11.052; Quartil: Q1)
Publication date: 01/10/2019
Journal article

Design and assessment of FM-MCFs-suited SDM-ROADMs with versatile spatial group configurations and unified QoT estimator
Rumipamba, R.; Muñoz, R.; Casellas Regi, Ramon; Perello, J.; Spadaro, S.; Elfiqi, A.
Journal of lightwave technology, ISSN: 0733-8724 (JCR Impact Factor-2020: 4.142; Quartil: Q1)
Publication date: 15/11/2020
Journal article

AUTHOR:SERRANO GRACIA, MARÍA ASTÓN
Title:A time-predictable parallel programing model for real-time systems
Reading date:13/03/2019
Tutor/a:MARTORELL BOFILL, XAVIER
Director:QUIÑONES MORENO, EDUARDO
Mention:International Mention
RELATED PUBLICATIONS
Predictable parallel programming with OpenMP
Serrano, M.; Royuela, S.; Marongiu, A.; Quiñones, E.
River Publishers
Publication date: 2018
Book chapter

Towards an OpenMP specification for critical real-time systems
14th International Workshop on OpenMP
Presentation date: 09/2018
Presentation of work at congresses

Response-time analysis of DAG tasks supporting heterogeneous computing
55rd Design Automation Conference
Presentation date: 06/2018
Presentation of work at congresses

AUTHOR:SHARIATI, MOHAMMAD BEHNAM
Title:Design, monitoring and performance evaluation of high capacity optical networks
Reading date:22/02/2019
Director:VELASCO ESTEBAN, LUIS DOMINGO
Co-director:COMELLAS COLOME, JAUME
Mention:International Mention
RELATED PUBLICATIONS
Real-time optical spectrum monitoring in filterless optical metro networks
Shariati, M.; Ruiz, M.; Fresi, F.; Sgambelluri, A.; Cugini, F.; Velasco, L.
Photonic network communications, ISSN: 1387-974X (JCR Impact Factor-2020: 2.028; Quartil: Q3)
Publication date: 17/06/2020
Journal article

QoT-aware performance evaluation of spectrally-spatially flexible optical networks over FM-MCFs
Arpanaei, F.; Ardalani, N.; Beyranvand, H.; Shariati, M.
Journal of optical communications and networking, ISSN: 1943-0620 (JCR Impact Factor-2020: 3.984; Quartil: Q1)
Publication date: 01/08/2020
Journal article

Predictive autonomic transmission for low-cost low-margin metro optical networks
Ruiz, M.; Boitier, F.; Shariati, M.; Layec, P.; Velasco, L.
Photonic network communications, ISSN: 1387-974X (JCR Impact Factor-2020: 2.028; Quartil: Q3)
Publication date: 10/2020
Journal article

Feature-based optical spectrum monitoring for failure detection and identification
21st International Conference on Transparent Optical Networks
Presentation date: 10/07/2019
Presentation of work at congresses

Research projects

START DATEEND DATEACTIVITYFINANCING ENTITY
01/02/202431/01/2028HORIZON-101119983-NESTOR (MSCA)EUROPEAN COMMISSION
01/01/202431/12/2026Automated end-to-end data life cycle management for FAIR data integration, processing and re-useCommission of European Communities
01/01/202431/12/2026Trustworthy Efficient AI for Cloud-Edge ComputingCommission of European Communities
01/01/202431/12/2027federated data and intelligence Orchestration & sharing for the Digital Energy transitiONCommission of European Communities
01/01/202430/06/2027AI-Ops Framework for Automated, Intelligent and Reliable Data/AI Pipelines Lifecycle with Humans-inthe-Loop and Coupling of Hybrid Science-Guided and AI ModelsCommission of European Communities
31/12/202330/12/2026Graph Neural Networks for Robust AI/ML-driven Network Security ApplicationsAGENCIA ESTATAL DE INVESTIGACION
01/11/202331/10/2026HORIZON-101119602-COBALTEUROPEAN COMMISSION
01/10/202330/09/2027Elastic Energy Distributed OrchestrationINTEL CORPORATION
01/10/202331/12/2024Assessorament tècnic en el desenvolupament de projectes d'epidemiològica clínica i translacional d'oncologia, així com l'estudi dels factors de risc de càncer i la medicina de precisió utilitzant tècnFUNDACIO CLINIC PER A LA RECERCA BI
12/09/202330/06/2026Chips para arquitecturas avanzadas y sistemas fotónicosMIN DE ECONOMIA Y COMPETITIVIDAD
01/09/202331/08/2026Técnicas basadas en datos para mejorar la calidad de la información en redes de nodos IoTAGENCIA ESTATAL DE INVESTIGACION
01/09/202331/08/2026Cybersecurity for the FutureCommission of European Communities
10/07/202309/04/2024IDENTITY IN AN ETHICAL INTERNET COMMUNITY (ORCHESTRAL)Commission of European Communities
06/07/202305/04/2024IOTLORAMESH (IoT LoRa mesh network for far edge device integration). Open Call open call del projecte europeu ASSIST-IoTEUROPEAN COMMISSION
01/07/202328/02/2024Organización, participación y soporte a participantes de pruebas de interoperabilidad sobre formas LTA de firmas AdES y contenedores ASiC estandarizados por ETSI ESI.ETSI
12/06/202315/06/2023Huawei Suecia se ha comprometido en hacer una donación de 5000 euros a los organizadores de la conferencia IFIP/IEEE Networking 2023, que se celebrará en la UPC (Edifici Vertex) entre los dias 12-15 dHUAWEI TECHNOLOGIES SWEDEN AB
01/06/202331/05/2026Implemented SynergIes, data sharing contracts and Goals between transport modes and AIR tansportationSESAR JOINT UNDERTAKING
01/06/202330/11/2025Measuring U-Space Social and Environmental Impact (MUSE)SESAR JOINT UNDERTAKING
01/06/202331/07/2023We request a $32,515 grant to research, design and prototype an architecture that identifies the network requirements of cloud applications by analyzing the service mesh graph, and instruments a SD-WASILICON VALLEY COMMUNITY FOUNDATION
01/05/202331/08/2024Continual Explainable Drift Detection and Adaptation for Autonomous Driving DataLenovo Data Center Group
17/04/202316/04/2024IoT twinning for digital product passportsCommission of European Communities
01/04/202329/03/2024Mantenimiento correctivo y evolutivo de la herramienta de comprobación de conformidad de las listas de prestatarios de servicios de certificación de los paises miembros de la Unión Europea, contra laETSI
16/01/202315/04/2024Revisión de estándares de entrega electrónica de datos certificada y correo electrónico de datos. Estudio de nuevas tecnologías aplicables a dichos ámbitos. Redefinición del conjunto de estándares enETSI
01/01/202331/12/2025SElf-mAnaged Sustainable high-capacity Optical NetworksCommission of European Communities
01/01/202330/06/2025PRogrammable AI-Enabled DeterminIstiC neTworking for 6GCommission of European Communities
01/01/202331/12/2025Virtual Environment and Tool-boxing for Trustworthy Development of RISC-V based Cloud ServicesCommission of European Communities
01/01/202331/12/2025Deep Programmability and Secure Distributed Intelligence for Real-Time End-to-End 6G NetworksCommission of European Communities
01/01/202331/12/2025Advanced Security-for-safety Assurance for Medical Device IoTEUROPEAN COMMISSION
01/01/202330/06/2026Agile uLtra Low EnerGy secuRe netwOrksEUROPEAN COMMISSION
01/01/202331/12/2025Community-Based Smart City Digital Twin Platform for Optimised DRM operations and Enhanced Community Disaster ResilienceCommission of European Communities
01/01/202331/12/2027A University Partnership for Acceleration of European UniversitiesCommission of European Communities
01/01/202331/12/2025Holistic, Omnipresent, Resilient Services for future 6G Wireless and Computing EcosystemsCommission of European Communities
01/01/202331/12/2025CLOUDSKIN: "Adaptive virtualization for AI-enabled Cloud-edge Continuum"European Comission
01/01/202331/12/2025VITAMIN-V: "Virtual Environment and Tool-boxing for Trustworthy Development of RISC-V based Cloud Services".European Commission
01/01/202331/12/2025SECURED: "Scaling Up secure Processing, Anonymization and generation of Health Data"European Commission
01/01/202331/12/2025NEARDATA: "Extreme Near-Data Processing Platform"European Comission
01/01/202331/12/2026CLOUDSTARS: "Cloud Open Source Research Mobility Network"European Commission
01/01/202331/12/2025gaZ: grupo de Arquitectura de Computadores de la Universidad de ZaragozaGobierno de Aragón. Consejería de Ciencia, Tecnología y Universidad
01/01/202331/12/2024Procesador Fuera de Orden Multinúcleo consciente de la aplicación basado en instrucciones abiertas RISC-VGobierno de España. Ministerio de Ciencia y Tecnología. Dirección General de Programas y de Transferencia de Conocimiento (Dgptc)
09/12/202230/06/2025QUANTUM COGNITIVE DIGITAL INDUSTRYREPSOL YPF, S.A.
01/12/202230/11/2024Multiscale electromagnetic Imaging of La Palma Island Geothermal SystemMinisterio de Ciencia e Innovación
01/11/202231/10/2025U-space European COMmon dEpLoymentCommission of European Communities
01/11/202231/03/2023Contrato de colaboración para la evolución y mantenimiento correctivo y evolutivo de herramientas de comprobación de conformidad de Trusted Lists de los Estados Miembro de la Unión Europea.ETSI
01/11/202228/02/2023Supercomputación para datos termocronológicos en sistemas petrolíferos: el caso de Colombia y su impacto en la transición energéticaBarcelona Supercomputing Center-Centro Nacional de Supercomputación
19/10/202218/07/2024Evolution of the technological readiness of two components (AINA and A-6MWT) part of the entire FOOXY suite for chronic respiratory patients.AGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
18/10/202218/10/2022Distributed indexes.
27/09/202207/10/2022Contracte de col·laboració per el patrocini congrés AkademyKDE e.V.
06/09/202230/06/2025Laboratorio Abierto Científico-Tecnológico de Investigación en 6G de la UPC (6GOpenLab)MINISTERIO DE ASUNTOS ECONÓMICOS Y TRANSFORMACIÓN DIGITAL
06/09/202206/09/2022Method of managing task dependencies at runtime in a parallel computing system of a hardware processing system and a hardware acceleration processor
01/09/202231/08/2025Towards a functional continuum operating systemCommission of European Communities
01/09/202231/08/2025Gestión inteligente del cloud continuum: Desarrollo de las funcionalidades clave de un SO (AGENCIA ESTATAL DE INVESTIGACION
01/09/202231/08/2025DALEST: "Distributed Analytics and Learning in Edge-to-Supercomputing Technologies"Gobierno de España. Ministerio de Ciencia y Tecnología. Dirección General de Programas y de Transferencia de Conocimiento (Dgptc)
01/09/202231/08/2025CROMAI: "Computational Resources Orchestration and Management for AI"AGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
29/08/202229/08/2022Dispositivo para la realización de una prueba de marcha
01/07/202230/06/2025A EUROPEAN CYBER RESILIENCE FRAMEWORK WITH ARTIFICIAL INTELLIGENCE -ASSISTED ORCHESTRATION & AUTOMATION FOR BUSINESS CONTINUITY, INCIDENT RESPONSE & INFORMATION EXCHANGECommission of European Communities
01/07/202230/06/2025Securing tailings dam infrastructure with an innovative monitoring SystemEUROPEAN INST OF INNOV.& TECHNOL.
02/06/202202/06/2022Method for optimizing the management of a flow of data
01/06/202231/05/2023Projecte Building Hope: instal·lació d’aules informàtiques, wifi a escola i connexió a la comunitatCentre de Cooperació per al Desenvolupament de la UPC
01/06/202231/05/2023Instal·lació de portàtils al centre de desenvolupament comunitari de CasamanceCentre de Cooperació per al Desenvolupament de la UPC
01/06/202231/05/2023Cribratge i seguiment del tractament per Hipertensió Arterial (HTA) en col·lectius d'alta vulnerabilitat amb problemes d’accés al sistema sanitariCentre de Cooperació per al Desenvolupament de la UPC
01/06/202231/05/2023Impactes de la reutilització d’equips informàtics per reduir l’escletxa digital: la experiència de dos centres a La Plata i Rosario (Argentina)Centre de Cooperació per al Desenvolupament de la UPC
01/05/202230/04/2025Catalonia Digital Innovation Hub (DIH4CAT)DIRECTORATE-GENERAL FOR COMMUNIC.
07/04/202231/10/2023Cognitive Fractal and Secure Edge Based On Unique Open-Safe-Reliable-Low Power Hardware Platform NodeGOBIERNO DE ESPAÑA. MINISTERIO DE ECONOMÍA Y COMPETITIVIDAD, MINECO; European Union Horizon 2020
14/03/202231/07/2022Contrato de colaboración para organizar, preparar y dar soporte a la celebración de pruebas de interoperabilidad remotas para validación de firmas electrónicas AdES y contenedores ASiCETSI
15/02/202201/02/2024Contracte de col·laboració per la implementació i avaluació “EU Blockchain pre-commercial procurement (CNECT/2020/OP/0055)”IOTA Stiftung
25/01/202206/06/2022Ciberseguretat: Desplegament, optimització i securització plataforma monitoritzacióAPOLO ANALYTICS SL
01/01/202231/12/2024Towards a smart and efficient telecom infrastructure meeting current and future industry needsMIN DE ECONOMIA Y COMPETITIVIDAD
01/01/202231/12/2024Atracción de talento y educación en tecnologías y servicios avanzados 5G/6GMIN DE ECONOMIA Y COMPETITIVIDAD
01/01/202231/12/2025Hpc EuRopean ConsortiUm Leading Education activitieSEUROPEAN COMMISSION
01/01/202231/12/2022Urban Air Traffic Management DEVelOpment & DEMOnstrationEUROPEAN INST OF INNOV.& TECHNOL.
01/01/202201/09/2022Contrato de colaboración para el asesoramiento y análisis en la economía digital de dispositivos TIC.A.PANGEA COORD.COMUNICACIÓ COOP.
01/01/202231/12/2024Parallel Programming and Acceleration with Heterogeneous Architectures (PPHA)Agència de Gestió d'Ajuts Universitaris i de Recerca (Agaur)
15/12/202116/05/2022Ampliació del contracte de col·laboració per serveis de ciberseguretatHOLALUZ-CLIDOM SA
01/12/202130/11/2024Genius. Impulso a la transición energética de industrias intensivas en consumo a través de herramientasAGENCIA ESTATAL DE INVESTIGACION
01/11/202131/10/2024Beyond 5G – OPtical nEtwork coNtinuumEUROPEAN COMMISSION
01/11/202130/10/2023Life in the AI EraCommission of European Communities
29/10/202129/10/2021Programa que comprova la conformitat de signatures digitals contra la norma JAdES ETSI TS 119182: "Electronic Signatures and Infrastructures (ESI); JAdES digital signatures; Part 1: Building blocks and JAdES baseline signatures"
25/10/202130/06/2022Servei de mentoria científica dins de l'Advisory Board del repte TDA (Tecnologies Digitals Avançades) en CiberseguretatFUNDACIÓ i2CAT
01/10/202129/04/2022NGIatlantic.eu 03_275EUROPEAN COMMISSION
01/10/202130/03/2022NGIatlantic.eu application 03-277EUROPEAN COMMISSION
01/09/202131/08/2024AI-powered Intent-Based packet and Optical transport Networks and edge and cloud computing for beyond 5GAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2024Mecanismos para la gestión segura y eficiente de información genómica adaptada a laboratorios clínicos: Aspectos de seguridadAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2024Investigación en futuras redes totalmente optimizadas mediante inteligencia artificial - AAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2025Arquitecturas de Dominio Específico para Sistemas de Computación Energéticamente EficientesAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2022Improve the technical maturity of FlowNN and build influence of FlowNN in the industryHUAWEI TECHNOLOGIES Co
01/09/202131/08/2024Supervisión de flota de drones y optimización de los planes de vuelo de operaciones comercialesAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2024artificial Intelligence threat Reporting and Incident response SystemEuropean Commission
01/07/202131/01/2022Diseño e implementación de herramienta de comprobación de conformidad de firmas digitales JAdES Definición de casos de test para evento de pruebas remotas de interoperabilidad de firmas JAdES SoporteETSI
30/06/202131/12/2021Increasing the endurance of large STT-RAM Last-Level caches by using compression and a precise aging modelHiPEAC (NoE - Unión Europea)
25/06/202124/03/2022Trusted and reliable content on future blockchainsEUROPEAN COMMISSION
14/05/202113/11/2022Drones against COVID-19 Propagation by Controlling Capacity in Public SpacesAGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
29/04/202129/04/2021Acceso a datos almacenados en un sistema de base de datos
13/04/202131/12/2021COLLIDER - MOCCA TECHNOLOGIESFUNDACIO BARCELONA MOBILE WORLD CAP
01/04/202131/03/2022Graph-Driven Acceleration of Graph Neural NetworksNEC Laboratories Europe
01/04/202131/03/2022Evolución y mantenimiento correctivo de herramienta de comprobación de conformidad de Trusted Lists de los estados miembros de la Unión Europea.ETSI
01/04/202131/03/2024Towards EXtreme scale Technologies and Accelerators for euROhpc hw/Sw Supercomputing Applications for exascaleEuropean Commission
01/04/202131/03/2022WalCycData: A data infrastructure for vulnerable road usersEUROPEAN INST OF INNOV.& TECHNOL.
01/04/202131/03/2024DEEP Software for Exascale ArchitecturesEuropean Commision
31/03/202131/03/2021Distributed indexes
10/02/202131/03/2022Preparación y soporte a la conducción de unas pruebas de interoperabilidad remota sobre el estándar ETSI EN 319 532 sobre correo electrónico certificadoETSI
01/02/202131/07/2021Decentralized data ecosystem for the Open Blockchain for Asset Disposition Alliance. Provision of a Ledger testbed as a permissioned Ethereum ledger that record events or transactions, and run smart cEUROPEAN COMMISSION
01/01/202130/04/2023CONCEPT OF OPERATIONS FOR EUROPEAN U-SPACE SERVICES - EXTENSION FOR URBAN AIR MOBILITYSESAR JOINT UNDERTAKING
01/01/202131/12/2024MENTOR presents a timely proposal to train 6 ESRs in the interdisciplinary field of high industrial importance: ML applications in multi-band optical communications.EUROPEAN COMMISSION
01/01/202131/12/2021EIT-UM-2020-21065EUROPEAN INST OF INNOV.& TECHNOL.
01/01/202131/12/2023CALLISTO: "Copernicus Artificial Intelligence Services and data fusion with other distributed data sources and processing at the edge to support DIAS and HPC infrastructures".European Commission
01/01/202127/05/2022Projecte FREEDACentre de Cooperació per al Desenvolupament de la UPC
01/01/202127/05/2022Sensibilització i formació en països de baix IDH via TICCentre de Cooperació per al Desenvolupament de la UPC
01/12/202031/10/2021CiutadanIA: Intel·ligència Artificial per a tothomGeneralitat de Catalunya. Departament de la Vicepresidencia i de Politiques Digitals i Territori
01/11/202030/10/2022Redes inalámbricas integradas en sistemas de computación avanzadosAGENCIA ESTATAL DE INVESTIGACION
01/11/202031/12/2022H2020-894116-SYN+AIRSESAR JOINT UNDERTAKING
26/10/202026/10/2020Fog computing system and methods
01/10/202030/09/2024Ciberseguridad Industria 4.0AGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
01/10/202030/09/2021IGNNITION: Fast prototyping of complex Graph Neural Networks for network optimizationCommission of European Communities
01/10/202001/10/2020Method and system for determining the amount of oxyden required by a user with respiratory problems
01/10/202031/03/2024INCISIVE: "A multimodal AI-based toolbox and an interoperable health imaging repository for the empowerment of imaging analysis related to the diagnosis, prediction and follow-up of cancer"European Commission
01/09/202031/08/2023A coordinated framework for cyber resilient supply chain systems over complex ICT infrastructuresCommission of European Communities
01/07/202031/12/2020Crowdsourced Obtention and Analytics of Data About the Crowding of Public Spaces for the Benefit of Public Transport and Mobility in CitiesEUROPEAN INST OF INNOV.& TECHNOL.
01/07/202001/02/2021DLT4EU - Circular Economy Open CallEuropean Union Horizon 2020
02/06/202002/06/2020Sistema y método para el rastreo de objetos en movimiento en vehículos
01/06/202031/05/2025UPC-Computación de Altas Prestaciones VIIIAGENCIA ESTATAL DE INVESTIGACION
01/06/202031/12/2023Sistemas informáticos y de red descentralizados con recursos distribuidosAGENCIA ESTATAL DE INVESTIGACION
01/06/202029/02/2024Arquitectura y programación de computadores escalables de alto rendimiento y bajo consumo. Jerarquía de memoria, gestión de tareas, y optimización de aplicacionesAgencia Estatal de Investigación; Ministerio de Ciencia, Innovación y Universidades
01/05/202031/10/2022A Unified Integrated Remain Well Clear Concept in Airspace D-G Class- URCLeaEDSESAR JOINT UNDERTAKING
22/04/202022/07/2020Cap infant sense accés a l'escola des de casaCentre de Cooperació per al Desenvolupament , UPC
13/04/202013/04/2020Merging level cache and data cache units having indicator bits related to speculative execution
01/04/202031/03/2023PROCESAMIENTO DE FLUJO DISTRIBUIDO EN SISTEMAS DE NIEBLA Y BORDE MEDIANTE COMPUTACIÓN TRANSPRECISAAGENCIA ESTATAL DE INVESTIGACION
01/04/202031/03/2023Marco de asignación de recursos holístico y fundacional para servicios edge computing optimizados y con alto impactoAGENCIA ESTATAL DE INVESTIGACION
01/04/202031/03/2022Lenovo-BSC Collaboration Agreement: SoW no. 2: ScanflowLenovo Spain SL
01/03/202028/02/2021HahatayCentre de Cooperació per al Desenvolupament , UPC
01/03/202028/02/2021Dedicated communication for water management and monitoring in the high Andean area of Peru (Phase 2)Centre de Cooperació per al Desenvolupament , UPC
06/01/202006/01/2020Disabling cache portions during low voltage operations - third continuation
01/01/202030/06/2020EU-US collaboration on NGI - NGI Explorers ProgramCommission of European Communities
01/01/202031/12/2020Research and Development Project with HuaweiHUAWEI TECHNOLOGIES Co
01/01/202031/12/2020Living lab e-micromobilityEUROPEAN INST OF INNOV.& TECHNOL.
01/01/202031/12/2020InnovaCity 2.0EUROPEAN INST OF INNOV.& TECHNOL.
01/01/202031/12/2021Construcció, gestió,manteniment DRONELABAJUNTAMENT CASTELLDEFELS
01/01/202030/09/2023Monitorización IoT de la calidad del aireAGENCIA ESTATAL DE INVESTIGACION
01/01/202031/12/2022gaZ: Grupo de Arquitectura de Computadores de la UZ. Reconocimiento y Financiación de Grupo de Investigación de Referencia en el ámbito de la Comunidad Autónoma de Aragón, área de Tecnología.Gobierno de Aragón. Consejería de Ciencia, Tecnología y Universidad
01/01/202031/01/2021Certificar la custodia amb BlockchainAgència de Residus de Catalunya
01/01/202031/12/2022MareNostrum Exascale Emulation PlatformEuropean Commission
01/01/202031/12/2022FemIoT: "Agrupament de Tecnologies Emergents IoT"FEDER Unión Europea; Generalitat de Catalunya, DGR
13/11/201931/12/2020FOOXY - COLLIDER 2019FUNDACIO BARCELONA MOBILE WORLD CAP
01/11/201930/04/2020Fast virtual SoC for advanced GPS algorithm evaluationGENT UNIVERSITEIT
01/11/201931/10/2022University Network for Innovation, Technology and EngineeringEuropean Commission
30/10/201931/10/2020Preparar y dar soporte a las pruebas remotas de interoperabilidad basados en diferentes estándares de ETSI. Mantener herramientas de comprobación de conformidad de formatos de firmas digitales respectETSI
08/10/201907/10/2022Investigación, formación y prospectiva en sistemas RISC-VMINISTERIO DE CIENCIA, INNOVACIÓN Y UNIVERSIDADES
01/10/201930/09/2023Architecting More Than Moore – Wireless Plasticity for Heterogeneous Massive Computer ArchitecturesCommission of European Communities
01/09/201928/02/2025CoCoUnit: An Energy-Efficient Processing Unit for Cognitive ComputingCommission of European Communities
01/09/201930/04/2022Pyrenees Imaging eXperience: an InternationaL networkPrograma INTERREG V A – España-Francia-Andorra (POCTEFA) 2014-2020
01/08/201931/07/2022Research on an architecture/solution for BGP security and the overall problem of and Inter-Domain Routing securityHUAWEI TECHNOLOGIES Co
04/07/201903/07/2020decentraLizEd Data Governance for nExt geneRation internetCommission of European Communities
01/07/201930/11/2021Proyecto POLDER (convocatoria 2019 de EUREKA-ITEA3)STARFLOW, S.L.
01/06/201931/05/2022TRaceo y ACompañamiento en el viaje con medios ITAGENCIA ESTATAL DE INVESTIGACION
01/06/201931/05/2022Inteligencia Artificial aplicada a Grafos para Redes Biológicas y de ComunicacionesAGENCIA ESTATAL DE INVESTIGACION
01/06/201931/05/2022Prestación de servicios de confianza en nubes periféricos descentralizadas para múltiples entornosAGENCIA ESTATAL DE INVESTIGACION
01/06/201931/05/2022Economía participativa para una plataforma computacional comunitaria descentralizadaAGENCIA ESTATAL DE INVESTIGACION
01/06/201931/05/2022Resiliencia Unificada para Sistemas InformáticosAGENCIA ESTATAL DE INVESTIGACION
01/06/201931/12/2022001-P-001723_Disseny d'acceleradors basats en la tecnologia RISC per a la propera generació de computadors (DRAC)GENCAT - DEPT. D'EMPRESA I OCUPACIO
01/06/201931/01/2022H2020-825268-LEDGER - Pangea - decentraLizEd Data Governance for nExt geneRation internetEuropean Union Horizon 2020
01/06/201930/11/2021Designing RISC-V-based Accelerators for next generation ComputersFondo Europeo de Desarrollo Regional
24/04/201923/04/2022EUROCONTROL -PHDEUROCONTROL
01/03/201928/02/2020Projecte OrigenCentre Cooperació per al Desenvolupament
01/03/201928/02/2020Comunicación dedicada para la gestión y monitoreo del agua en zona altoandina de Perú (Fase 1)Centre Cooperació per al Desenvolupament
01/03/201928/02/2020Desplegament i test d’una plataforma de monitorització en interiors d’habitatges per donar suport a l’acompanyament de la gent granCentre Cooperació per al Desenvolupament
20/02/201920/02/2020Networking Query Language for Mapping Services in Overlay NetworksSILICON VALLEY COMMUNITY FOUNDATION
12/01/201928/02/2023871174 - HiPEAC 6 - European Network of Excelence on High Performance and Embedded Architecture and CompilationEuropean Horizon 2020. Funding scheme: CSA - Coordination & Support Action. Topic: ICT-04-2015
01/01/201930/06/2023REAL-time monitoring and mitigation of nonlinearCommission of European Communities
01/01/201930/09/2022Gestión de una arquitectura jerárquica Fog-to-cloud para escenarios IoT: Compartición de recursosAGENCIA ESTATAL DE INVESTIGACION
01/01/201931/12/2022Integración de los objetivos para el desarrollo sostenible en la formación en sostenibilidad de las titulaciones universitarias españolasAGENCIA ESTATAL DE INVESTIGACION
01/01/201931/12/2020Supporting and maintaining the Trusted List Conformance Checker. This includes: fixing identified bugs; updating the tol to match requirements of updated revisions of ETSI TS 119 612; and add the capaETSI
01/01/201930/06/2022Drone research laboratory for the integration of mobile communicationsAGENCIA ESTATAL DE INVESTIGACION
01/01/201931/12/2019EIT Urban Mobility Start-up phaseEIT Urban Mobility
01/01/201931/12/2020Mejora de la infraestructura científico-técnica del Departamento de Arquitectura de Computadores de la UPCAgencia Estatal de Investigación
01/01/201931/12/2021"Heterogeneous Cloud Computing Systems; Cognitive Cloud Ecosystem"IBM Thomas J. Watson Research Center
01/01/201931/12/2021Benchmarking on Big Data AnalyticsDatabricks
27/06/201331/08/2026Contracte de transferència de tecnologia Talaia Networks, S.L.Talaia Networks, S.L.

Teaching staff and research groups

Teachers

Doctoral Programme teachers:Other teachers linked to the Doctoral Programme:

Research projects

START DATEEND DATEACTIVITYFINANCING ENTITY
01/02/202431/01/2028HORIZON-101119983-NESTOR (MSCA)EUROPEAN COMMISSION
01/01/202431/12/2026Automated end-to-end data life cycle management for FAIR data integration, processing and re-useCommission of European Communities
01/01/202431/12/2026Trustworthy Efficient AI for Cloud-Edge ComputingCommission of European Communities
01/01/202431/12/2027federated data and intelligence Orchestration & sharing for the Digital Energy transitiONCommission of European Communities
01/01/202430/06/2027AI-Ops Framework for Automated, Intelligent and Reliable Data/AI Pipelines Lifecycle with Humans-inthe-Loop and Coupling of Hybrid Science-Guided and AI ModelsCommission of European Communities
31/12/202330/12/2026Graph Neural Networks for Robust AI/ML-driven Network Security ApplicationsAGENCIA ESTATAL DE INVESTIGACION
01/11/202331/10/2026HORIZON-101119602-COBALTEUROPEAN COMMISSION
01/10/202330/09/2027Elastic Energy Distributed OrchestrationINTEL CORPORATION
01/10/202331/12/2024Assessorament tècnic en el desenvolupament de projectes d'epidemiològica clínica i translacional d'oncologia, així com l'estudi dels factors de risc de càncer i la medicina de precisió utilitzant tècnFUNDACIO CLINIC PER A LA RECERCA BI
12/09/202330/06/2026Chips para arquitecturas avanzadas y sistemas fotónicosMIN DE ECONOMIA Y COMPETITIVIDAD
01/09/202331/08/2026Técnicas basadas en datos para mejorar la calidad de la información en redes de nodos IoTAGENCIA ESTATAL DE INVESTIGACION
01/09/202331/08/2026Cybersecurity for the FutureCommission of European Communities
10/07/202309/04/2024IDENTITY IN AN ETHICAL INTERNET COMMUNITY (ORCHESTRAL)Commission of European Communities
06/07/202305/04/2024IOTLORAMESH (IoT LoRa mesh network for far edge device integration). Open Call open call del projecte europeu ASSIST-IoTEUROPEAN COMMISSION
01/07/202328/02/2024Organización, participación y soporte a participantes de pruebas de interoperabilidad sobre formas LTA de firmas AdES y contenedores ASiC estandarizados por ETSI ESI.ETSI
12/06/202315/06/2023Huawei Suecia se ha comprometido en hacer una donación de 5000 euros a los organizadores de la conferencia IFIP/IEEE Networking 2023, que se celebrará en la UPC (Edifici Vertex) entre los dias 12-15 dHUAWEI TECHNOLOGIES SWEDEN AB
01/06/202331/05/2026Implemented SynergIes, data sharing contracts and Goals between transport modes and AIR tansportationSESAR JOINT UNDERTAKING
01/06/202330/11/2025Measuring U-Space Social and Environmental Impact (MUSE)SESAR JOINT UNDERTAKING
01/06/202331/07/2023We request a $32,515 grant to research, design and prototype an architecture that identifies the network requirements of cloud applications by analyzing the service mesh graph, and instruments a SD-WASILICON VALLEY COMMUNITY FOUNDATION
01/05/202331/08/2024Continual Explainable Drift Detection and Adaptation for Autonomous Driving DataLenovo Data Center Group
17/04/202316/04/2024IoT twinning for digital product passportsCommission of European Communities
01/04/202329/03/2024Mantenimiento correctivo y evolutivo de la herramienta de comprobación de conformidad de las listas de prestatarios de servicios de certificación de los paises miembros de la Unión Europea, contra laETSI
16/01/202315/04/2024Revisión de estándares de entrega electrónica de datos certificada y correo electrónico de datos. Estudio de nuevas tecnologías aplicables a dichos ámbitos. Redefinición del conjunto de estándares enETSI
01/01/202331/12/2025SElf-mAnaged Sustainable high-capacity Optical NetworksCommission of European Communities
01/01/202330/06/2025PRogrammable AI-Enabled DeterminIstiC neTworking for 6GCommission of European Communities
01/01/202331/12/2025Virtual Environment and Tool-boxing for Trustworthy Development of RISC-V based Cloud ServicesCommission of European Communities
01/01/202331/12/2025Deep Programmability and Secure Distributed Intelligence for Real-Time End-to-End 6G NetworksCommission of European Communities
01/01/202331/12/2025Advanced Security-for-safety Assurance for Medical Device IoTEUROPEAN COMMISSION
01/01/202330/06/2026Agile uLtra Low EnerGy secuRe netwOrksEUROPEAN COMMISSION
01/01/202331/12/2025Community-Based Smart City Digital Twin Platform for Optimised DRM operations and Enhanced Community Disaster ResilienceCommission of European Communities
01/01/202331/12/2027A University Partnership for Acceleration of European UniversitiesCommission of European Communities
01/01/202331/12/2025Holistic, Omnipresent, Resilient Services for future 6G Wireless and Computing EcosystemsCommission of European Communities
01/01/202331/12/2025CLOUDSKIN: "Adaptive virtualization for AI-enabled Cloud-edge Continuum"European Comission
01/01/202331/12/2025VITAMIN-V: "Virtual Environment and Tool-boxing for Trustworthy Development of RISC-V based Cloud Services".European Commission
01/01/202331/12/2025SECURED: "Scaling Up secure Processing, Anonymization and generation of Health Data"European Commission
01/01/202331/12/2025NEARDATA: "Extreme Near-Data Processing Platform"European Comission
01/01/202331/12/2026CLOUDSTARS: "Cloud Open Source Research Mobility Network"European Commission
01/01/202331/12/2025gaZ: grupo de Arquitectura de Computadores de la Universidad de ZaragozaGobierno de Aragón. Consejería de Ciencia, Tecnología y Universidad
01/01/202331/12/2024Procesador Fuera de Orden Multinúcleo consciente de la aplicación basado en instrucciones abiertas RISC-VGobierno de España. Ministerio de Ciencia y Tecnología. Dirección General de Programas y de Transferencia de Conocimiento (Dgptc)
09/12/202230/06/2025QUANTUM COGNITIVE DIGITAL INDUSTRYREPSOL YPF, S.A.
01/12/202230/11/2024Multiscale electromagnetic Imaging of La Palma Island Geothermal SystemMinisterio de Ciencia e Innovación
01/11/202231/10/2025U-space European COMmon dEpLoymentCommission of European Communities
01/11/202231/03/2023Contrato de colaboración para la evolución y mantenimiento correctivo y evolutivo de herramientas de comprobación de conformidad de Trusted Lists de los Estados Miembro de la Unión Europea.ETSI
01/11/202228/02/2023Supercomputación para datos termocronológicos en sistemas petrolíferos: el caso de Colombia y su impacto en la transición energéticaBarcelona Supercomputing Center-Centro Nacional de Supercomputación
19/10/202218/07/2024Evolution of the technological readiness of two components (AINA and A-6MWT) part of the entire FOOXY suite for chronic respiratory patients.AGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
18/10/202218/10/2022Distributed indexes.
27/09/202207/10/2022Contracte de col·laboració per el patrocini congrés AkademyKDE e.V.
06/09/202230/06/2025Laboratorio Abierto Científico-Tecnológico de Investigación en 6G de la UPC (6GOpenLab)MINISTERIO DE ASUNTOS ECONÓMICOS Y TRANSFORMACIÓN DIGITAL
06/09/202206/09/2022Method of managing task dependencies at runtime in a parallel computing system of a hardware processing system and a hardware acceleration processor
01/09/202231/08/2025Towards a functional continuum operating systemCommission of European Communities
01/09/202231/08/2025Gestión inteligente del cloud continuum: Desarrollo de las funcionalidades clave de un SO (AGENCIA ESTATAL DE INVESTIGACION
01/09/202231/08/2025DALEST: "Distributed Analytics and Learning in Edge-to-Supercomputing Technologies"Gobierno de España. Ministerio de Ciencia y Tecnología. Dirección General de Programas y de Transferencia de Conocimiento (Dgptc)
01/09/202231/08/2025CROMAI: "Computational Resources Orchestration and Management for AI"AGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
29/08/202229/08/2022Dispositivo para la realización de una prueba de marcha
01/07/202230/06/2025A EUROPEAN CYBER RESILIENCE FRAMEWORK WITH ARTIFICIAL INTELLIGENCE -ASSISTED ORCHESTRATION & AUTOMATION FOR BUSINESS CONTINUITY, INCIDENT RESPONSE & INFORMATION EXCHANGECommission of European Communities
01/07/202230/06/2025Securing tailings dam infrastructure with an innovative monitoring SystemEUROPEAN INST OF INNOV.& TECHNOL.
02/06/202202/06/2022Method for optimizing the management of a flow of data
01/06/202231/05/2023Projecte Building Hope: instal·lació d’aules informàtiques, wifi a escola i connexió a la comunitatCentre de Cooperació per al Desenvolupament de la UPC
01/06/202231/05/2023Instal·lació de portàtils al centre de desenvolupament comunitari de CasamanceCentre de Cooperació per al Desenvolupament de la UPC
01/06/202231/05/2023Cribratge i seguiment del tractament per Hipertensió Arterial (HTA) en col·lectius d'alta vulnerabilitat amb problemes d’accés al sistema sanitariCentre de Cooperació per al Desenvolupament de la UPC
01/06/202231/05/2023Impactes de la reutilització d’equips informàtics per reduir l’escletxa digital: la experiència de dos centres a La Plata i Rosario (Argentina)Centre de Cooperació per al Desenvolupament de la UPC
01/05/202230/04/2025Catalonia Digital Innovation Hub (DIH4CAT)DIRECTORATE-GENERAL FOR COMMUNIC.
07/04/202231/10/2023Cognitive Fractal and Secure Edge Based On Unique Open-Safe-Reliable-Low Power Hardware Platform NodeGOBIERNO DE ESPAÑA. MINISTERIO DE ECONOMÍA Y COMPETITIVIDAD, MINECO; European Union Horizon 2020
14/03/202231/07/2022Contrato de colaboración para organizar, preparar y dar soporte a la celebración de pruebas de interoperabilidad remotas para validación de firmas electrónicas AdES y contenedores ASiCETSI
15/02/202201/02/2024Contracte de col·laboració per la implementació i avaluació “EU Blockchain pre-commercial procurement (CNECT/2020/OP/0055)”IOTA Stiftung
25/01/202206/06/2022Ciberseguretat: Desplegament, optimització i securització plataforma monitoritzacióAPOLO ANALYTICS SL
01/01/202231/12/2024Towards a smart and efficient telecom infrastructure meeting current and future industry needsMIN DE ECONOMIA Y COMPETITIVIDAD
01/01/202231/12/2024Atracción de talento y educación en tecnologías y servicios avanzados 5G/6GMIN DE ECONOMIA Y COMPETITIVIDAD
01/01/202231/12/2025Hpc EuRopean ConsortiUm Leading Education activitieSEUROPEAN COMMISSION
01/01/202231/12/2022Urban Air Traffic Management DEVelOpment & DEMOnstrationEUROPEAN INST OF INNOV.& TECHNOL.
01/01/202201/09/2022Contrato de colaboración para el asesoramiento y análisis en la economía digital de dispositivos TIC.A.PANGEA COORD.COMUNICACIÓ COOP.
01/01/202231/12/2024Parallel Programming and Acceleration with Heterogeneous Architectures (PPHA)Agència de Gestió d'Ajuts Universitaris i de Recerca (Agaur)
15/12/202116/05/2022Ampliació del contracte de col·laboració per serveis de ciberseguretatHOLALUZ-CLIDOM SA
01/12/202130/11/2024Genius. Impulso a la transición energética de industrias intensivas en consumo a través de herramientasAGENCIA ESTATAL DE INVESTIGACION
01/11/202131/10/2024Beyond 5G – OPtical nEtwork coNtinuumEUROPEAN COMMISSION
01/11/202130/10/2023Life in the AI EraCommission of European Communities
29/10/202129/10/2021Programa que comprova la conformitat de signatures digitals contra la norma JAdES ETSI TS 119182: "Electronic Signatures and Infrastructures (ESI); JAdES digital signatures; Part 1: Building blocks and JAdES baseline signatures"
25/10/202130/06/2022Servei de mentoria científica dins de l'Advisory Board del repte TDA (Tecnologies Digitals Avançades) en CiberseguretatFUNDACIÓ i2CAT
01/10/202129/04/2022NGIatlantic.eu 03_275EUROPEAN COMMISSION
01/10/202130/03/2022NGIatlantic.eu application 03-277EUROPEAN COMMISSION
01/09/202131/08/2024AI-powered Intent-Based packet and Optical transport Networks and edge and cloud computing for beyond 5GAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2024Mecanismos para la gestión segura y eficiente de información genómica adaptada a laboratorios clínicos: Aspectos de seguridadAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2024Investigación en futuras redes totalmente optimizadas mediante inteligencia artificial - AAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2025Arquitecturas de Dominio Específico para Sistemas de Computación Energéticamente EficientesAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2022Improve the technical maturity of FlowNN and build influence of FlowNN in the industryHUAWEI TECHNOLOGIES Co
01/09/202131/08/2024Supervisión de flota de drones y optimización de los planes de vuelo de operaciones comercialesAGENCIA ESTATAL DE INVESTIGACION
01/09/202131/08/2024artificial Intelligence threat Reporting and Incident response SystemEuropean Commission
01/07/202131/01/2022Diseño e implementación de herramienta de comprobación de conformidad de firmas digitales JAdES Definición de casos de test para evento de pruebas remotas de interoperabilidad de firmas JAdES SoporteETSI
30/06/202131/12/2021Increasing the endurance of large STT-RAM Last-Level caches by using compression and a precise aging modelHiPEAC (NoE - Unión Europea)
25/06/202124/03/2022Trusted and reliable content on future blockchainsEUROPEAN COMMISSION
14/05/202113/11/2022Drones against COVID-19 Propagation by Controlling Capacity in Public SpacesAGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
29/04/202129/04/2021Acceso a datos almacenados en un sistema de base de datos
13/04/202131/12/2021COLLIDER - MOCCA TECHNOLOGIESFUNDACIO BARCELONA MOBILE WORLD CAP
01/04/202131/03/2022Graph-Driven Acceleration of Graph Neural NetworksNEC Laboratories Europe
01/04/202131/03/2022Evolución y mantenimiento correctivo de herramienta de comprobación de conformidad de Trusted Lists de los estados miembros de la Unión Europea.ETSI
01/04/202131/03/2024Towards EXtreme scale Technologies and Accelerators for euROhpc hw/Sw Supercomputing Applications for exascaleEuropean Commission
01/04/202131/03/2022WalCycData: A data infrastructure for vulnerable road usersEUROPEAN INST OF INNOV.& TECHNOL.
01/04/202131/03/2024DEEP Software for Exascale ArchitecturesEuropean Commision
31/03/202131/03/2021Distributed indexes
10/02/202131/03/2022Preparación y soporte a la conducción de unas pruebas de interoperabilidad remota sobre el estándar ETSI EN 319 532 sobre correo electrónico certificadoETSI
01/02/202131/07/2021Decentralized data ecosystem for the Open Blockchain for Asset Disposition Alliance. Provision of a Ledger testbed as a permissioned Ethereum ledger that record events or transactions, and run smart cEUROPEAN COMMISSION
01/01/202130/04/2023CONCEPT OF OPERATIONS FOR EUROPEAN U-SPACE SERVICES - EXTENSION FOR URBAN AIR MOBILITYSESAR JOINT UNDERTAKING
01/01/202131/12/2024MENTOR presents a timely proposal to train 6 ESRs in the interdisciplinary field of high industrial importance: ML applications in multi-band optical communications.EUROPEAN COMMISSION
01/01/202131/12/2021EIT-UM-2020-21065EUROPEAN INST OF INNOV.& TECHNOL.
01/01/202131/12/2023CALLISTO: "Copernicus Artificial Intelligence Services and data fusion with other distributed data sources and processing at the edge to support DIAS and HPC infrastructures".European Commission
01/01/202127/05/2022Projecte FREEDACentre de Cooperació per al Desenvolupament de la UPC
01/01/202127/05/2022Sensibilització i formació en països de baix IDH via TICCentre de Cooperació per al Desenvolupament de la UPC
01/12/202031/10/2021CiutadanIA: Intel·ligència Artificial per a tothomGeneralitat de Catalunya. Departament de la Vicepresidencia i de Politiques Digitals i Territori
01/11/202030/10/2022Redes inalámbricas integradas en sistemas de computación avanzadosAGENCIA ESTATAL DE INVESTIGACION
01/11/202031/12/2022H2020-894116-SYN+AIRSESAR JOINT UNDERTAKING
26/10/202026/10/2020Fog computing system and methods
01/10/202030/09/2024Ciberseguridad Industria 4.0AGAUR. Agència de Gestió d'Ajuts Universitaris i de Recerca
01/10/202030/09/2021IGNNITION: Fast prototyping of complex Graph Neural Networks for network optimizationCommission of European Communities
01/10/202001/10/2020Method and system for determining the amount of oxyden required by a user with respiratory problems
01/10/202031/03/2024INCISIVE: "A multimodal AI-based toolbox and an interoperable health imaging repository for the empowerment of imaging analysis related to the diagnosis, prediction and follow-up of cancer"European Commission
01/09/202031/08/2023A coordinated framework for cyber resilient supply chain systems over complex ICT infrastructuresCommission of European Communities
01/07/202031/12/2020Crowdsourced Obtention and Analytics of Data About the Crowding of Public Spaces for the Benefit of Public Transport and Mobility in CitiesEUROPEAN INST OF INNOV.& TECHNOL.
01/07/202001/02/2021DLT4EU - Circular Economy Open CallEuropean Union Horizon 2020
02/06/202002/06/2020Sistema y método para el rastreo de objetos en movimiento en vehículos
01/06/202031/05/2025UPC-Computación de Altas Prestaciones VIIIAGENCIA ESTATAL DE INVESTIGACION
01/06/202031/12/2023Sistemas informáticos y de red descentralizados con recursos distribuidosAGENCIA ESTATAL DE INVESTIGACION
01/06/202029/02/2024Arquitectura y programación de computadores escalables de alto rendimiento y bajo consumo. Jerarquía de memoria, gestión de tareas, y optimización de aplicacionesAgencia Estatal de Investigación; Ministerio de Ciencia, Innovación y Universidades
01/05/202031/10/2022A Unified Integrated Remain Well Clear Concept in Airspace D-G Class- URCLeaEDSESAR JOINT UNDERTAKING
22/04/202022/07/2020Cap infant sense accés a l'escola des de casaCentre de Cooperació per al Desenvolupament , UPC
13/04/202013/04/2020Merging level cache and data cache units having indicator bits related to speculative execution
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01/03/202028/02/2021Dedicated communication for water management and monitoring in the high Andean area of Peru (Phase 2)Centre de Cooperació per al Desenvolupament , UPC
06/01/202006/01/2020Disabling cache portions during low voltage operations - third continuation
01/01/202030/06/2020EU-US collaboration on NGI - NGI Explorers ProgramCommission of European Communities
01/01/202031/12/2020Research and Development Project with HuaweiHUAWEI TECHNOLOGIES Co
01/01/202031/12/2020Living lab e-micromobilityEUROPEAN INST OF INNOV.& TECHNOL.
01/01/202031/12/2020InnovaCity 2.0EUROPEAN INST OF INNOV.& TECHNOL.
01/01/202031/12/2021Construcció, gestió,manteniment DRONELABAJUNTAMENT CASTELLDEFELS
01/01/202030/09/2023Monitorización IoT de la calidad del aireAGENCIA ESTATAL DE INVESTIGACION
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01/01/202031/12/2022MareNostrum Exascale Emulation PlatformEuropean Commission
01/01/202031/12/2022FemIoT: "Agrupament de Tecnologies Emergents IoT"FEDER Unión Europea; Generalitat de Catalunya, DGR
13/11/201931/12/2020FOOXY - COLLIDER 2019FUNDACIO BARCELONA MOBILE WORLD CAP
01/11/201930/04/2020Fast virtual SoC for advanced GPS algorithm evaluationGENT UNIVERSITEIT
01/11/201931/10/2022University Network for Innovation, Technology and EngineeringEuropean Commission
30/10/201931/10/2020Preparar y dar soporte a las pruebas remotas de interoperabilidad basados en diferentes estándares de ETSI. Mantener herramientas de comprobación de conformidad de formatos de firmas digitales respectETSI
08/10/201907/10/2022Investigación, formación y prospectiva en sistemas RISC-VMINISTERIO DE CIENCIA, INNOVACIÓN Y UNIVERSIDADES
01/10/201930/09/2023Architecting More Than Moore – Wireless Plasticity for Heterogeneous Massive Computer ArchitecturesCommission of European Communities
01/09/201928/02/2025CoCoUnit: An Energy-Efficient Processing Unit for Cognitive ComputingCommission of European Communities
01/09/201930/04/2022Pyrenees Imaging eXperience: an InternationaL networkPrograma INTERREG V A – España-Francia-Andorra (POCTEFA) 2014-2020
01/08/201931/07/2022Research on an architecture/solution for BGP security and the overall problem of and Inter-Domain Routing securityHUAWEI TECHNOLOGIES Co
04/07/201903/07/2020decentraLizEd Data Governance for nExt geneRation internetCommission of European Communities
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01/06/201931/05/2022Economía participativa para una plataforma computacional comunitaria descentralizadaAGENCIA ESTATAL DE INVESTIGACION
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01/06/201931/12/2022001-P-001723_Disseny d'acceleradors basats en la tecnologia RISC per a la propera generació de computadors (DRAC)GENCAT - DEPT. D'EMPRESA I OCUPACIO
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24/04/201923/04/2022EUROCONTROL -PHDEUROCONTROL
01/03/201928/02/2020Projecte OrigenCentre Cooperació per al Desenvolupament
01/03/201928/02/2020Comunicación dedicada para la gestión y monitoreo del agua en zona altoandina de Perú (Fase 1)Centre Cooperació per al Desenvolupament
01/03/201928/02/2020Desplegament i test d’una plataforma de monitorització en interiors d’habitatges per donar suport a l’acompanyament de la gent granCentre Cooperació per al Desenvolupament
20/02/201920/02/2020Networking Query Language for Mapping Services in Overlay NetworksSILICON VALLEY COMMUNITY FOUNDATION
12/01/201928/02/2023871174 - HiPEAC 6 - European Network of Excelence on High Performance and Embedded Architecture and CompilationEuropean Horizon 2020. Funding scheme: CSA - Coordination & Support Action. Topic: ICT-04-2015
01/01/201930/06/2023REAL-time monitoring and mitigation of nonlinearCommission of European Communities
01/01/201930/09/2022Gestión de una arquitectura jerárquica Fog-to-cloud para escenarios IoT: Compartición de recursosAGENCIA ESTATAL DE INVESTIGACION
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01/01/201931/12/2019EIT Urban Mobility Start-up phaseEIT Urban Mobility
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01/01/201931/12/2021"Heterogeneous Cloud Computing Systems; Cognitive Cloud Ecosystem"IBM Thomas J. Watson Research Center
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27/06/201331/08/2026Contracte de transferència de tecnologia Talaia Networks, S.L.Talaia Networks, S.L.

Quality

The Validation, Monitoring, Modification and Accreditation Framework (VSMA Framework) for official degrees ties the quality assurance processes (validation, monitoring, modification and accreditation) carried out over the lifetime of a course to two objectives—the goal of establishing coherent links between these processes, and that of achieving greater efficiency in their management—all with the overarching aim of improving programmes.

Validation

Monitoring

Accreditation

    Registry of Universities, Centers and Degrees (RUCT)

    Indicators

    Up