PhD in Information Technology Research

2023/2024

Quality assurance

The UDC International Doctoral School (EIDUDC) is subject to an Internal Quality Assurance System (IQAS) which governs all UDC PhD programmes ratified by Royal Decree-Law 99/2011, in compliance with EU Standards and Guidelines for Quality Assurance in the EHEA. For more information, see documentation relating to the UDC International Doctoral School Internal Quality Assurance System (Regulations for the implementation and administration of the International Doctoral School SGIC for UDC PhD programmes ratified under RD 99/2011; International Doctoral School IQAS Manual; International Doctoral School IQASProcedures).

Guidelines for the monitoring and supervision of the student learning process and outcomes are established in the IQAS Procedures document. The bodies and mechanisms responsible for the coordination, evaluation and continuous improvement of the programme of study are as follows:

Academic Committee for PhD Programmes (CAPD): university body responsible for the academic coordination of PhD programmes and academic decisions regarding PhD degree and degree candidates. The CAPD establishes the guidelines and procedures for the programme coordinator and all individuals involved in the degree. A UDC coordinator is appointed for all UDC PhD programmes ratified under RD 99/2011, including inter-university programmes operated by partner universities.

EIDUDC Quality Assurance Committee (CGC): body responsible for formulating and monitoring the SGIC and PhD degree programmes. The CGC also fulfils an internal communication role within the EIDUDC in relation to its objectives, plans, programmes and responsibilities. An annual monitoring report is produced by the EIDUDC Permanent Committee, acting in the name of the CGC.

Learning outcomes

The International Doctoral School IQAS sets out the standards and indicators applied by Academic Committees in relation to UDC PhD programmes for the measurement and analysis of learning outcomes and academic standards.

These indicators include the number of doctoral theses defended, ‘International Doctorate’ certifications awarded, PhDs completed within the published time scale (3-4 years), PhDs awarded and PhDs abandoned, in addition to the average timescale for completion of the degree.

Quality assurance

To ensure that the title is developed in accordance with the verification report presented the center conducts an annual monitoring report in accordance with the procedures of the center IQAS and results. This report is reviewed by the ACSUG, external evaluation agency.

The outcome of this analysis will emerge corrective actions and improvement proposals that achieve the intended objectives and the improvement of the degree.

Committees

In order to ensure proper standards and quality at UDC, a specific academic management committee of the PhD programme will be established.

Fraguela Rodríguez, Basilio Bernardo
Coordinador
Fraguela Rodríguez, Basilio Bernardo
Secretario
Touriño Domínguez, Juan
Vocal PDI
Martín Santamaría, María José
Vocal PDI

Program tracking facts

Period Value
Places offered
Number of places for new students entering PhD (IPD01)
2022/2023 15
Demand
Number of applicants for PhD admission (IPD02)
2022/2023 9
First-time enrollment
Number of first-time enrollment students in PhD (IPD03)
2022/2023 6
First-time enrollment by adaptation
Number of first-time enrollment students in the program or students coming from other studies in extinction (IPD03.1)
2022/2023 0
Total enrollment
Total number of students enrolled (IPD04)
2022/2023 14
First-time enrollment coming from other universities
Ratio between the number of first-time enrolled students coming from other universities and the total number of first-time enrolled students in the program (IPD05)
2022/2023 0
Percentage of foreign students
Ratio between the number of foreign students enrolled and the total number of students enrolled in the programme (IPD06)
2022/2023 0
Percentage of first-time enrolled students who need training complements
Ratio between the number of students enrolled who need training complements and the total number of new students enrolled in the programme (IPD07)
2022/2023 0
Percentage of full-time enrollees
Ratio between the number of students under full time status and the number of students enrolled in the programme (IPD08.1)
2022/2023 78.57
Percentage of partial-time enrollees
Ratio between the number of students under half time status and the number of students enrolled in the programme (IPD08.2)
2022/2023 21.43
Percentage of enrollees under mixed status
Ratio between the number of students under mixed status and the number of students enrolled in the programme (IPD08.3)
2022/2023 0
Percentage of enrollees who carried out a stay passed by the CAPD (Outgoing)
Ratio between the number of students who carried out a stay as visiting researchers passed by the CAPD (outgoing students) and the total number of students enrolled in the programme (IPD09.1)
2022/2023 7.14
Percentage of enrollees who carried out a stay passed by the CAPD at UDC (Incoming)
Number of students who carried out a stay as visiting researchers passed by the CAPD (incoming students) (IPD09.2)
2022/2023 n/a
Percentage of enrollees with a grant or pre-doctoral contract
Ratio between the number of students with a grant or pre-doctoral contract and the number of students enrolled in the programme (IPD11)
2022/2023 7.14
Percentage of theses defended by students who had several directors
Ratio between the number of theses defended by students of the programme who had several directors and the total number of defended theses in the programme (IPD14)
2022/2023 n/a
Percentage of examination board members coming from an foreign institution
Ratio between the number of examination board members of thesis linked to the programme coming from an foreign institution and the total umber of examination board members of thesis linked to the programme (IPD17)
2022/2023 n/a
Total number of defended thesis
Total number of defended thesis linked to the programme (IPD18.1)
2022/2023 0
Percentage of defended thesis written by full-time students
Ratio between the total number of defended thesis written by students under full time status and the total number of defended theses in the programme (IPD18.2.1)
2022/2023 0
Percentage of defended thesis written by partial-time students
Ratio between the total number of defended thesis written by students under partial time status and the total number of defended theses in the programme (IPD18.2.2)
2022/2023 0
Percentage of defended thesis written by students under mixed status
Ratio between the total number of defended thesis written by students under mixed status and the total number of defended theses in the programme (IPD18.2.3)
2022/2023 0
Total number of tesis written in Galician
Total number of defended thesis linked to the programme written in Galician (IPD18.3.1)
2022/2023 0
Total number of tesis written in Spanish
Total number of defended thesis linked to the programme written in Spanish (IPD18.3.2)
2022/2023 0
Total number of tesis written in other languages
Total number of defended thesis linked to the programme written in other languages (IPD18.3.3)
2022/2023 0
Average duration of studies of full-time students
Average duration of studies for students under full time status who defended a thesis (in days) (IPD18.4.1)
2022/2023 n/a
Average duration of studies of partial-time students
Average duration of studies for students under half time status who defended a thesis (in days) (IPD18.4.2)
2022/2023 n/a
Average duration of studies of students under mixed time status
Average duration of studies for students under mixed time status who defended a thesis (in days) (IPD18.4.3)
2022/2023 n/a
Success rate. Percentage of students who defended their theses without asking for an extension
Ratio between the number of doctoral students who defended their theses without asking for an extension and the total number of defended thesis linked to the programme (IPD18.5.1)
2022/2023 n/a
Success rate. Percentage of students who defended their theses after asking for the first extension
Ratio between the number of doctoral students who defended their theses after asking for the first extension and the total number of defended thesis linked to the programme (IPD18.5.2)
2022/2023 n/a
Success rate. Percentage of students who defended their theses after asking for the second extension
Ratio between the number of doctoral students who defended their theses after asking for the second extension and the total number of defended thesis linked to the programme (IPD18.5.3)
2022/2023 n/a
Percentage of "cum laude" theses
Ratio between the number of defended theses linked to the programme with "Cum Laude" qualification and the total number of defended thesis linked to the programme (IPD18.6)
2022/2023 n/a
Percentage of theses with International Component
Ratio between the number of defended theses linked to the programme with International Component and the total number of defended thesis linked to the programme (IPD18.7)
2022/2023 n/a
Dropout rate
Ratio between the number of doctoral students who cause permanent withdrawal from the X course and the total number of doctoral students who could re-enroll in this programme. (IPDx21)
2022/2023 0
Period Value
Places offered
Number of places for new students entering PhD (IPD01)
2021/2022 15
Demand
Number of applicants for PhD admission (IPD02)
2021/2022 7
First-time enrollment
Number of first-time enrollment students in PhD (IPD03)
2021/2022 3
First-time enrollment by adaptation
Number of first-time enrollment students in the program or students coming from other studies in extinction (IPD03.1)
2021/2022 0
Total enrollment
Total number of students enrolled (IPD04)
2021/2022 12
First-time enrollment coming from other universities
Ratio between the number of first-time enrolled students coming from other universities and the total number of first-time enrolled students in the program (IPD05)
2021/2022 0
Percentage of foreign students
Ratio between the number of foreign students enrolled and the total number of students enrolled in the programme (IPD06)
2021/2022 0
Percentage of first-time enrolled students who need training complements
Ratio between the number of students enrolled who need training complements and the total number of new students enrolled in the programme (IPD07)
2021/2022 0
Percentage of full-time enrollees
Ratio between the number of students under full time status and the number of students enrolled in the programme (IPD08.1)
2021/2022 75
Percentage of partial-time enrollees
Ratio between the number of students under half time status and the number of students enrolled in the programme (IPD08.2)
2021/2022 25
Percentage of enrollees under mixed status
Ratio between the number of students under mixed status and the number of students enrolled in the programme (IPD08.3)
2021/2022 0
Percentage of enrollees who carried out a stay passed by the CAPD (Outgoing)
Ratio between the number of students who carried out a stay as visiting researchers passed by the CAPD (outgoing students) and the total number of students enrolled in the programme (IPD09.1)
2021/2022 n/a
Percentage of enrollees who carried out a stay passed by the CAPD at UDC (Incoming)
Number of students who carried out a stay as visiting researchers passed by the CAPD (incoming students) (IPD09.2)
2021/2022 n/a
Percentage of enrollees with a grant or pre-doctoral contract
Ratio between the number of students with a grant or pre-doctoral contract and the number of students enrolled in the programme (IPD11)
2021/2022 8.33
Percentage of theses defended by students who had several directors
Ratio between the number of theses defended by students of the programme who had several directors and the total number of defended theses in the programme (IPD14)
2021/2022 100
Percentage of examination board members coming from an foreign institution
Ratio between the number of examination board members of thesis linked to the programme coming from an foreign institution and the total umber of examination board members of thesis linked to the programme (IPD17)
2021/2022 11.11
Total number of defended thesis
Total number of defended thesis linked to the programme (IPD18.1)
2021/2022 3
Percentage of defended thesis written by full-time students
Ratio between the total number of defended thesis written by students under full time status and the total number of defended theses in the programme (IPD18.2.1)
2021/2022 100
Percentage of defended thesis written by partial-time students
Ratio between the total number of defended thesis written by students under partial time status and the total number of defended theses in the programme (IPD18.2.2)
2021/2022 0
Percentage of defended thesis written by students under mixed status
Ratio between the total number of defended thesis written by students under mixed status and the total number of defended theses in the programme (IPD18.2.3)
2021/2022 0
Total number of tesis written in Galician
Total number of defended thesis linked to the programme written in Galician (IPD18.3.1)
2021/2022 0
Total number of tesis written in Spanish
Total number of defended thesis linked to the programme written in Spanish (IPD18.3.2)
2021/2022 0
Total number of tesis written in other languages
Total number of defended thesis linked to the programme written in other languages (IPD18.3.3)
2021/2022 3
Average duration of studies of full-time students
Average duration of studies for students under full time status who defended a thesis (in days) (IPD18.4.1)
2021/2022 1,758
Average duration of studies of partial-time students
Average duration of studies for students under half time status who defended a thesis (in days) (IPD18.4.2)
2021/2022 n/a
Average duration of studies of students under mixed time status
Average duration of studies for students under mixed time status who defended a thesis (in days) (IPD18.4.3)
2021/2022 n/a
Success rate. Percentage of students who defended their theses without asking for an extension
Ratio between the number of doctoral students who defended their theses without asking for an extension and the total number of defended thesis linked to the programme (IPD18.5.1)
2021/2022 0
Success rate. Percentage of students who defended their theses after asking for the first extension
Ratio between the number of doctoral students who defended their theses after asking for the first extension and the total number of defended thesis linked to the programme (IPD18.5.2)
2021/2022 0
Success rate. Percentage of students who defended their theses after asking for the second extension
Ratio between the number of doctoral students who defended their theses after asking for the second extension and the total number of defended thesis linked to the programme (IPD18.5.3)
2021/2022 100
Percentage of "cum laude" theses
Ratio between the number of defended theses linked to the programme with "Cum Laude" qualification and the total number of defended thesis linked to the programme (IPD18.6)
2021/2022 100
Percentage of theses with International Component
Ratio between the number of defended theses linked to the programme with International Component and the total number of defended thesis linked to the programme (IPD18.7)
2021/2022 66.67
Dropout rate
Ratio between the number of doctoral students who cause permanent withdrawal from the X course and the total number of doctoral students who could re-enroll in this programme. (IPDx21)
2021/2022 14.29
Period Value
Places offered
Number of places for new students entering PhD (IPD01)
2020/2021 15
Demand
Number of applicants for PhD admission (IPD02)
2020/2021 4
First-time enrollment
Number of first-time enrollment students in PhD (IPD03)
2020/2021 2
First-time enrollment by adaptation
Number of first-time enrollment students in the program or students coming from other studies in extinction (IPD03.1)
2020/2021 0
Total enrollment
Total number of students enrolled (IPD04)
2020/2021 12
First-time enrollment coming from other universities
Ratio between the number of first-time enrolled students coming from other universities and the total number of first-time enrolled students in the program (IPD05)
2020/2021 0
Percentage of foreign students
Ratio between the number of foreign students enrolled and the total number of students enrolled in the programme (IPD06)
2020/2021 0
Percentage of first-time enrolled students who need training complements
Ratio between the number of students enrolled who need training complements and the total number of new students enrolled in the programme (IPD07)
2020/2021 0
Percentage of full-time enrollees
Ratio between the number of students under full time status and the number of students enrolled in the programme (IPD08.1)
2020/2021 66.67
Percentage of partial-time enrollees
Ratio between the number of students under half time status and the number of students enrolled in the programme (IPD08.2)
2020/2021 8.33
Percentage of enrollees under mixed status
Ratio between the number of students under mixed status and the number of students enrolled in the programme (IPD08.3)
2020/2021 25
Percentage of enrollees who carried out a stay passed by the CAPD (Outgoing)
Ratio between the number of students who carried out a stay as visiting researchers passed by the CAPD (outgoing students) and the total number of students enrolled in the programme (IPD09.1)
2020/2021 n/a
Percentage of enrollees who carried out a stay passed by the CAPD at UDC (Incoming)
Number of students who carried out a stay as visiting researchers passed by the CAPD (incoming students) (IPD09.2)
2020/2021 n/a
Percentage of enrollees with a grant or pre-doctoral contract
Ratio between the number of students with a grant or pre-doctoral contract and the number of students enrolled in the programme (IPD11)
2020/2021 8.33
Percentage of theses defended by students who had several directors
Ratio between the number of theses defended by students of the programme who had several directors and the total number of defended theses in the programme (IPD14)
2020/2021 100
Percentage of examination board members coming from an foreign institution
Ratio between the number of examination board members of thesis linked to the programme coming from an foreign institution and the total umber of examination board members of thesis linked to the programme (IPD17)
2020/2021 0
Total number of defended thesis
Total number of defended thesis linked to the programme (IPD18.1)
2020/2021 2
Percentage of defended thesis written by full-time students
Ratio between the total number of defended thesis written by students under full time status and the total number of defended theses in the programme (IPD18.2.1)
2020/2021 100
Percentage of defended thesis written by partial-time students
Ratio between the total number of defended thesis written by students under partial time status and the total number of defended theses in the programme (IPD18.2.2)
2020/2021 0
Percentage of defended thesis written by students under mixed status
Ratio between the total number of defended thesis written by students under mixed status and the total number of defended theses in the programme (IPD18.2.3)
2020/2021 0
Total number of tesis written in Galician
Total number of defended thesis linked to the programme written in Galician (IPD18.3.1)
2020/2021 0
Total number of tesis written in Spanish
Total number of defended thesis linked to the programme written in Spanish (IPD18.3.2)
2020/2021 0
Total number of tesis written in other languages
Total number of defended thesis linked to the programme written in other languages (IPD18.3.3)
2020/2021 2
Average duration of studies of full-time students
Average duration of studies for students under full time status who defended a thesis (in days) (IPD18.4.1)
2020/2021 1,647
Average duration of studies of partial-time students
Average duration of studies for students under half time status who defended a thesis (in days) (IPD18.4.2)
2020/2021 n/a
Average duration of studies of students under mixed time status
Average duration of studies for students under mixed time status who defended a thesis (in days) (IPD18.4.3)
2020/2021 n/a
Success rate. Percentage of students who defended their theses without asking for an extension
Ratio between the number of doctoral students who defended their theses without asking for an extension and the total number of defended thesis linked to the programme (IPD18.5.1)
2020/2021 0
Success rate. Percentage of students who defended their theses after asking for the first extension
Ratio between the number of doctoral students who defended their theses after asking for the first extension and the total number of defended thesis linked to the programme (IPD18.5.2)
2020/2021 50
Success rate. Percentage of students who defended their theses after asking for the second extension
Ratio between the number of doctoral students who defended their theses after asking for the second extension and the total number of defended thesis linked to the programme (IPD18.5.3)
2020/2021 50
Percentage of "cum laude" theses
Ratio between the number of defended theses linked to the programme with "Cum Laude" qualification and the total number of defended thesis linked to the programme (IPD18.6)
2020/2021 100
Percentage of theses with International Component
Ratio between the number of defended theses linked to the programme with International Component and the total number of defended thesis linked to the programme (IPD18.7)
2020/2021 50
Dropout rate
Ratio between the number of doctoral students who cause permanent withdrawal from the X course and the total number of doctoral students who could re-enroll in this programme. (IPDx21)
2020/2021 20
Period Value
Places offered
Number of places for new students entering PhD (IPD01)
2019/2020 15
Demand
Number of applicants for PhD admission (IPD02)
2019/2020 3
First-time enrollment
Number of first-time enrollment students in PhD (IPD03)
2019/2020 2
First-time enrollment by adaptation
Number of first-time enrollment students in the program or students coming from other studies in extinction (IPD03.1)
2019/2020 0
Total enrollment
Total number of students enrolled (IPD04)
2019/2020 13
First-time enrollment coming from other universities
Ratio between the number of first-time enrolled students coming from other universities and the total number of first-time enrolled students in the program (IPD05)
2019/2020 100
Percentage of foreign students
Ratio between the number of foreign students enrolled and the total number of students enrolled in the programme (IPD06)
2019/2020 0
Percentage of first-time enrolled students who need training complements
Ratio between the number of students enrolled who need training complements and the total number of new students enrolled in the programme (IPD07)
2019/2020 0
Percentage of full-time enrollees
Ratio between the number of students under full time status and the number of students enrolled in the programme (IPD08.1)
2019/2020 76.92
Percentage of partial-time enrollees
Ratio between the number of students under half time status and the number of students enrolled in the programme (IPD08.2)
2019/2020 0
Percentage of enrollees under mixed status
Ratio between the number of students under mixed status and the number of students enrolled in the programme (IPD08.3)
2019/2020 23.08
Percentage of enrollees who carried out a stay passed by the CAPD (Outgoing)
Ratio between the number of students who carried out a stay as visiting researchers passed by the CAPD (outgoing students) and the total number of students enrolled in the programme (IPD09.1)
2019/2020 7.69
Percentage of enrollees who carried out a stay passed by the CAPD at UDC (Incoming)
Number of students who carried out a stay as visiting researchers passed by the CAPD (incoming students) (IPD09.2)
2019/2020 n/a
Percentage of enrollees with a grant or pre-doctoral contract
Ratio between the number of students with a grant or pre-doctoral contract and the number of students enrolled in the programme (IPD11)
2019/2020 38.46
Percentage of theses defended by students who had several directors
Ratio between the number of theses defended by students of the programme who had several directors and the total number of defended theses in the programme (IPD14)
2019/2020 100
Percentage of examination board members coming from an foreign institution
Ratio between the number of examination board members of thesis linked to the programme coming from an foreign institution and the total umber of examination board members of thesis linked to the programme (IPD17)
2019/2020 33.33
Total number of defended thesis
Total number of defended thesis linked to the programme (IPD18.1)
2019/2020 1
Percentage of defended thesis written by full-time students
Ratio between the total number of defended thesis written by students under full time status and the total number of defended theses in the programme (IPD18.2.1)
2019/2020 100
Percentage of defended thesis written by partial-time students
Ratio between the total number of defended thesis written by students under partial time status and the total number of defended theses in the programme (IPD18.2.2)
2019/2020 0
Percentage of defended thesis written by students under mixed status
Ratio between the total number of defended thesis written by students under mixed status and the total number of defended theses in the programme (IPD18.2.3)
2019/2020 0
Total number of tesis written in Galician
Total number of defended thesis linked to the programme written in Galician (IPD18.3.1)
2019/2020 0
Total number of tesis written in Spanish
Total number of defended thesis linked to the programme written in Spanish (IPD18.3.2)
2019/2020 0
Total number of tesis written in other languages
Total number of defended thesis linked to the programme written in other languages (IPD18.3.3)
2019/2020 1
Average duration of studies of full-time students
Average duration of studies for students under full time status who defended a thesis (in days) (IPD18.4.1)
2019/2020 1,864
Average duration of studies of partial-time students
Average duration of studies for students under half time status who defended a thesis (in days) (IPD18.4.2)
2019/2020 n/a
Average duration of studies of students under mixed time status
Average duration of studies for students under mixed time status who defended a thesis (in days) (IPD18.4.3)
2019/2020 n/a
Success rate. Percentage of students who defended their theses without asking for an extension
Ratio between the number of doctoral students who defended their theses without asking for an extension and the total number of defended thesis linked to the programme (IPD18.5.1)
2019/2020 0
Success rate. Percentage of students who defended their theses after asking for the first extension
Ratio between the number of doctoral students who defended their theses after asking for the first extension and the total number of defended thesis linked to the programme (IPD18.5.2)
2019/2020 0
Success rate. Percentage of students who defended their theses after asking for the second extension
Ratio between the number of doctoral students who defended their theses after asking for the second extension and the total number of defended thesis linked to the programme (IPD18.5.3)
2019/2020 100
Percentage of "cum laude" theses
Ratio between the number of defended theses linked to the programme with "Cum Laude" qualification and the total number of defended thesis linked to the programme (IPD18.6)
2019/2020 100
Percentage of theses with International Component
Ratio between the number of defended theses linked to the programme with International Component and the total number of defended thesis linked to the programme (IPD18.7)
2019/2020 100
Dropout rate
Ratio between the number of doctoral students who cause permanent withdrawal from the X course and the total number of doctoral students who could re-enroll in this programme. (IPDx21)
2019/2020 11.11

publications

This is a sample of the scientific production of the PhD students and is intended to guide prospective students interested in this program. Under no circumstances should it be considered a full and exhaustive list of all the scientific production of the students. The information is supplied by the PhD students themselves in a relatively unstructured manner but it has been checked and approved by the academic committee.

Artículos en revistas internacionales
Millán A. Martínez, Basilio B. Fraguela, José C. Cabaleiro, and Francisco F. Rivera. 2023. A new thread-level speculative automatic parallelization model and library based on duplicate code execution. PREPRINT (Version 1) available at Research Square. October 2023. DOI: 10.21203/rs.3.rs-3405920/v1
Artículos en revistas internacionales
Patricia González, Roberto Prado-Rodriguez, Attila Gábor, Julio Saez-Rodriguez, Julio R. Banga, Ramón Doallo, Parallel ant colony optimization for the training of cell signaling networks, Expert Systems with Applications, Volume 208, 2022, 118199, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2022.118199. (https://www.sciencedirect.com/science/article/pii/S0957417422013586) Abstract: Acquiring a functional comprehension of the deregulation of cell signaling networks in disease allows progress in the development of new therapies and drugs. Computational models are becoming increasingly popular as a systematic tool to analyze the functioning of complex biochemical networks, such as those involved in cell signaling. CellNOpt is a framework to build predictive logic-based models of signaling pathways by training a prior knowledge network to biochemical data obtained from perturbation experiments. This training can be formulated as an optimization problem that can be solved using metaheuristics. However, the genetic algorithm used so far in CellNOpt presents limitations in terms of execution time and quality of solutions when applied to large instances. Thus, in order to overcome those issues, in this paper we propose the use of a method based on ant colony optimization, adapted to the problem at hand and parallelized using a hybrid approach. The performance of this novel method is illustrated with several challenging benchmark problems in the study of new therapies for liver cancer. Keywords: Cell signaling network; Metaheuristics; Ant colony optimization; High performance computing; MPI; OpenMP
Diego Teijeiro, Margarita Amor, Sandra Buján, Rico Ritcher, Jürgen Döllner, Multistage strategy for ground point filtering on large scale datasets, ISPRS Journal of Photogrametry and Remote Sensing. Will be submitted for publication in the following days.
B. Beceiro, J. González-Domínguez and J. Touriño, "Parallel-FST: a Feature Selection Library for Multicore Clusters", Journal of Parallel and Distributed Computing, vol. 169, pp. 106-116, Nov. 2022. [Online]. Available: doi.org/10.1016/j.jpdc.2022.06.012
Mures, O.A., Taibo, J., Padrón, E.J. et al. PlayNet: real-time handball play classification with Kalman embeddings and neural networks. Vis Comput (2023). https://doi.org/10.1007/s00371-023-02972-1
Artículos en revistas internacionales
C. Ponte-Fernández, J. González-Domínguez and M. J. Martín. A SIMD algorithm for the detection of epistatic interactions of any order. Future Generation Computer Systems 132, 108-123 (2022). https://doi.org/10.1016/j.future.2022.02.009
C. Ponte-Fernández, J. González-Domínguez and M. J. Martín. Fiuncho: a program for any-order epistasis detection in CPU clusters. The Journal of Supercomputing, aceptado y pendiente de publicación (2022).
B. González-Seoane, C. Ponte-Fernández, J. González-Domínguez and M. J. Martín. PyToxo: a Python tool for calculating penetrance tables of high-order epistasis models. BMC Bioinformatics, aceptado y pendiente de publicación (2022).
Castro, R.L.; Andrade, D.; Fraguela, B.B. OpenCNN: A Winograd Minimal Filtering Algorithm Implementation in CUDA.Mathematics20219, 2033. https://doi.org/10.3390/math9172033
Millán A. Martínez, Basilio B. Fraguela, and José C. Cabaleiro. 2021. A Parallel Skeleton for Divide-and-conquer Unbalanced and Deep Problems. International Journal of Parallel Programming 49, 6 (December 2021), 820–845. DOI:https://doi.org/10.1007/s10766-021-00709-y
Millán A. Martínez, Basilio B. Fraguela, and José C. Cabaleiro. 2022. A highly optimized skeleton for unbalanced and deep divide-and-conquer algorithms on multi-core clusters. The Journal of Supercomputing, 78(8), 10434–10454. https://doi.org/10.1007/s11227-021-04259-5
Teijeiro, D., Amor, M., Doallo, R. et al. Land consolidation through parcel exchange among landowners using a distributed Spark-based genetic algorithm. J Supercomput (2022). https://doi.org/10.1007/s11227-022-04627-9
Diego Teijeiro, Margarita Amor, Ramón Doallo and David Deibe, Interactive visualization of large point clouds using an autotuning multiresolution out-of-core strategy, The Computer Journal. Artigo en Minor revision e esperando publicación.
Artículos en revistas internacionales
"Interoperability Strategies for GASPI and MPI in Large Scale Scientific Applications", Simmendinger, C, Iakymchuk, R., Akhmetova, D; Cebamanos, L, Bartsch, V., Rotaru, T., Rahn, M., Laure, E. & Markidis, S. International Journal of High Performance Computing Applications Special Issuehttp://doi.org/10.5281/zenodo.1206293
"MPI vs Fortran coarrays beyond 100k cores: 3D cellular automata",Shterenlikht, A., Cebamanos, L. 2019Parallel Computing Volume 84, May 2019, Pages 37-49https://doi.org/10.1016/j.parco.2019.03.002
Lopez-Lopez, E., Regueiro, C. V., Pardo, X. M., Franco, A., & Lumini, A. (2021). Towards a self-sufficient face verification system. Expert Systems with Applications174, 114734.
C. Ponte-Fernandez, J. Gonzalez-Dominguez, A. Carvajal-Rodriguez and M. J. Martin, "Evaluation of Existing Methods for High-Order Epistasis Detection," in IEEE/ACM Transactions on Computational Biology and Bioinformatics, doi: 10.1109/TCBB.2020.3030312.
Kommrusch, S. Horro, M. Pouchet, L.-N. Rodríguez, G. and Touriño, J. "Optimizing Coherence Traffic in Manycore Processors Using Closed-Form Caching/Home Agent Mappings," IEEE Access, vol. 9, pp. 28930--28945, 2021.
Otras publicaciones
Comision Europea de Proyectos H2020"Challenges to Extreme-Scale Distributed-Memory programming Models from Heterogeneous Hardware for HPC"
Artículos en revistas internacionales
Santos, D.; Lopez-Lopez, E.; Pardo, X.M.; Iglesias, R.; Barro, S.; Fdez-Vidal, X.R. Robust and Fast Scene Recognition in Robotics Through the Automatic Identification of Meaningful Images. Sensors201919, 4024. 
Jonatan Enes, Roberto R. Expósito, Juan Touriño. Real-time resource scaling platform for Big Data workloads on serverless environments. Future Generation Computer Systems, vol. 105, pages 361-379, April 2020.
Cereijo García, J.; Osorio, R. R. Comparison of Hardwired and Microprogrammed Statechart Implementations. MDPI Electronics, 2020.
Diego Teijeiro, Eduardo Corbelle Rico, Juan Porta, Jorge Parapar, Ramón Doallo, Optimizing parcel exchange among landowners: A soft alternative to land consolidation, Computers, Environment and Urban Systems, Volume 79, 2020, 101422, ISSN 0198-9715, https://doi.org/10.1016/j.compenvurbsys.2019.101422. (http://www.sciencedirect.com/science/article/pii/S0198971518305477)
Ponte-Fernández, C., González-Domínguez, J., Carvajal-Rodríguez, A. et al. Toxo: a library for calculating penetrance tables of high-order epistasis models. BMC Bioinformatics21, 138 (2020). https://doi.org/10.1186/s12859-020-3456-3
Artículos en revistas internacionales
Lopez-Lopez, E., Vazquez Regueiro, C., Pardo Lopez, X. M., Iglesias-Rodríguez, R., & Estevez Casado, F. (2019). Dataset Bias Exposed in Face Verification. IET Biometrics. https://doi.org/10.1049/iet-bmt.2018.5224 
Horro, M. Rodríguez, G. and Touriño, J. "Simulating the Network Activity of Modern Manycores", IEEE Access, 2019.
Journal of Parallel and Distributed Computing - Portable and efficient FFT and DCT algorithms with the Heterogeneous Butterfly Processing Library https://doi.org/10.1016/j.jpdc.2018.11.011
Jonatan Enes, Javier L. Cacheiro, Roberto R. Expósito, Juan Touriño, Big data-oriented paas architecture with disk-as-a-resource capability and container-based virtualization. Journal of Grid Computing, vol. 16, issue 4, pages 587-605, December 2018
David Deibe, Margarita Amor, and Ramón Doallo, “Supporting multi-resolution out-of-core rendering of massive lidar point clouds through non-redundant data structures”, International Journal of Geographical Information Science, vol. 33, no. 3, pp. 593-617, 2019.
C Ponte-Fernández, J González-Domínguez, MJ Martín (2019). Fast search of third-order epistatic interactions on CPU and GPU clusters. The International Journal of High Performance Computing Applications.
Artículos en revistas internacionales
Jonatan Enes, Roberto R. Expósito, Juan Touriño. BDWatchdog: Real-time monitoring and profiling of Big Data applications and frameworks. Future Generation Computer Systems, vol. 87, pages 420-437, October 2018.
Jorge Veiga, Jonatan Enes, Roberto R. Expósito, Juan Touriño. BDEv 3.0: energy efficiency and microarchitectural characterization of Big Data processing frameworks. Future Generation Computer Systems, vol. 86, pages 565-581, September 2018.
Jorge Veiga, Jonatan Enes, Roberto R. Expósito y Juan Touriño, "BDEv 3.0: energy efficiency and microarchitectural characterization of Big Data processing frameworks", en Future Generation Computer Systems, vol. 86, pp. 565-581
Jorge Veiga, Roberto R. Expósito, Guillermo L. Taboada y Juan Touriño, "Enhancing In-memory Efficiency for MapReduce-based Data Processing", en Journal of Parallel and Distributed Computing, vol. 120, pp. 323-338
R. Garoby et al., "The European Spallation Source Design", in Physica Scripta Vol. 93 Num. 1, doi: https://doi.org/10.1088/1402-4896/aa9bff, ISBN/ISSN: 1402-4896-93-1-014001, 2018.
Capítulo de Libro
Jorge Veiga, Roberto R. Expósito y Juan Touriño, "Performance Evaluation of Big Data Analysis", en Encyclopedia of Big Data Technologies, pp. 1-6
Otras publicaciones
J. Cereijo García, "ICS Engineering Manual for mTCA backplane clock distribution", European Spallation Source Internal Document, 2018.
J. Cereijo García, "ESS Timing System Naming Guidelines", European Spallation Source Internal Document, 2018.
J. Cereijo García and T. Korhonen, "Data Model Specification for the ESS Timing System", European Spallation Source Internal Document, 2018.
Artículos en revistas internacionales
Assessing Resilient versus Stop-and-Restart Fault-Tolerant Solutions in MPI Applications. Nuria Losada, María J. Martín, Patricia González The Journal of Supercomputing. DOI: 10.1007/s11227-016-1863-z JCR: quartile Q2; ranking 23/51; impact factor 1.088.
Portable and adaptable fault tolerance solution for heterogeneous applications. Nuria Losada, Basilio B. Fraguela, Patricia González, María J. MartínJournal of Parallel and Distributed Computing. DOI: 10.1016/j.jpdc.2017.01.020 JCR: quartile Q2; ranking 39/105; impact factor 1.32.
Roberto R. Expósito, Jorge Veiga, Jorge González-Domı́nguez y Juan Touriño, "MarDRe: efficient MapReduce-based removal of duplicate DNA reads in the cloud", en  Bioinformatics, vol. 33, issue 17, pp. 2762-2764
A. P. Diéguez, M. Amor, J. Lobeiras and R. Doallo. "Solving Large Problem Sizes of Index-Digit Algorithms on GPU: FFT and Tridiagonal System Solvers" in IEEE Transactions on Computers, 99 (2017) DOI 10.1109/TC.2017.2723879
D. Deibe, M. Amor, R. Doallo, D. Miranda, and M. Cordero, “Gvlidar: An interactive web-based visualization framework to support geospatial measures on lidar data,” International Journal of Remote Sensing., vol. 38, no. 3, pp. 827–849, Feb. 2017. [Online].  Available: https://doi.org/10.1080/01431161.2016.1271476
Otras publicaciones
J. Cereijo García, J. H. Lee, "ICS Engineering Manual for MRF cPCI-EVG-230", European Spallation Source Internal Document, 2016.
J. Cereijo García, "ICS Engineering Manual for Time Stamping", European Spallation Source Internal Document, 2017.
J. Cereijo García, "ICS Engineering Manual for FirmWare update of PCI-based MRF products", European Spallation Source Internal Document, 2017.
J. Cereijo García, "ICS Engineering Manual for restoring MRF products after a failed FirmWare update", European Spallation Source Internal Document, 2017.
Informe técnico sobre la optimización de infraestructuras y servicios cloud con tecnologías de contenedores
Artículos en revistas internacionales
Resilient MPI applications using an application-level checkpointing framework and ULFM. Nuria Losada, Iván Cores, María J. Martín, Patricia González The Journal of Supercomputing, pp. 1-14. 2016. Presente en JCR.
Jorge Veiga, Roberto R. Expósito, Guillermo L. Taboada and Juan Touriño "Flame-MR: An event-driven architecture for MapReduce applications" Future Generation Computer Systems Vol. 65, pp. 46-56, December 2016.
Jorge Veiga, Roberto R. Expósito, Guillermo L. Taboada and Juan Touriño "Analysis and evaluation of MapReduce solutions on an HPC cluster" Computers & Electrical Engineering Vol. 50, pp. 200-216, February 2016.
AUTORES (p.o. de firma): Diéguez, A. P.; Amor, M.; Doallo, R.TÍTULO: Solving Large Problem Sizes of Index-Digit Algorithms on GPU: FFT and Tridiagonal Systems SolversNOMBRE DE LA REVISTA: Parallel ComputingESPERANDO RESPUESTA
Capítulo de Libro
AUTORES (p.o. de firma): Diéguez, A. P.; Amor, M.; Doallo, R.TÍTULO DEL LIBRO: Proceedings of the First PhD Symposium on Sustainable Ultrascale Computing Systems (NESUS PhD 2016)TÍTULO DEL CAPÍTULO: Techniques for Autotuning Algorithms on Heterogenous PlatformsVolumen: 1Editorial: Computer Architecture, Communications and Systems Group (ARCOS), University Carlos III, MadridPáginas (inicial y final): 25-28País de publicación: EspañaAño de publicación: 2016ISBN: 978-84-608-6309-0
Otras publicaciones
J. Cereijo García, J. H. Lee, "ICS Engineering Manual for MRF PCIe-EVR-300", European Spallation Source Internal Document, 2016.
J. Cereijo García, J. H. Lee, "ICS Engineering Manual for MRF MTCA-EVR-300", European Spallation Source Internal Document, 2016.
Artículos en revistas internacionales
Extending an Application-Level Checkpointing Tool to Provide Fault Tolerance Support to OpenMP Applications. Nuria Losada, María J. Martín, Gabriel Rodríguez, Patricia González Journal of Universal Computer Science (JUCS), Vol. 20, No. 9, pp. 1352-1372. 2014. Presente en JCR.
AUTORES (p.o. de firma): Diéguez, A. P.; Amor, M.; Doallo, R.TÍTULO: BPLG-BMCS: GPU-sorting algorithm using a tuning skeleton libraryNOMBRE DE LA REVISTA: The Journal of SupercomputingVolumen: 1Páginas (inicial y final): 1-13 Editorial: Springer USPaís de publicación: USAAño de publicación: 2015ISSN: 0920-8542 (print), 1573-0484 (online)

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