galego

Programa Oficial de Doutoramento en Investigación en Tecnoloxías da Información

2024/2025

Garantía de calidade

A EIUDC dispón dun Sistema de Garantía Interna de Calidade (SGIC), de acordo cos Criterios e Directrices de Garantía de Calidade do EEES, aplicable a todos os programas de doutoramento verificados de acordo co Real Decreto 99/2011 impartidos na UDC. Se precisas máis información, podes consultar a documentación relativa ao SGIC da EIDUDC(Normativa para a implantación e o desenvolvemento do SGIC da EIDUDC nos programas oficiais de doutoramento verificados polo RD 99/2011; Manual do SGIC da EIDUDC; e Procedementos do SGIC da EIDUDC).

Os procedementos do SGIC establecen quen e como debe realizar o seguimento e a supervisión dos resultados e do proceso de aprendizaxe do estudante na titulación, establecendo os órganos e mecanismos de coordinación, avaliación e mellora continua dos estudos, que son:

Comisión Académica do Programa de Doutoramento: é o órgano colexiado responsable da coordinación académica dos programas de doutoramento. Toma as decisións académicas relativas ao título e os seus estudantes. Establece as directrices e o marco de actuación do/a coordinador/a do título e de todas as persoas implicadas na titulación. Todos os programas de doutoramento verificados de acordo co Real Decreto 99/2011 e impartidos na UDC, incluídos os programas interuniversitarios non coordinados pola UDC, dispoñen dun coordinador do programa na UDC.

Comisión da Garantía de Calidade (CGC) da EIDUDC: é o órgano que participa nas tarefas de planificación e de seguimento do SGIC e dos títulos do centro, actuando ademais como un dos vehículos de comunicación interna da política, os obxectivos, os plans, os programas e as responsabilidades do centro. É a responsable de realizar os informes anuais de seguimento. Esta función é asumida pola Comisión Permanente da EIUDC.

Resultados

O Sistema de Garantía Interna da Calidade (SGIC) da EIDUDC establece o modo no que as Comisións Académicas dos programas de doutoramento que se imparten na UDC miden e analizan os resultados da aprendizaxe. Para iso, o SGIC utiliza taxas e indicadores globais que permiten avaliar cada curso académico a calidade da formación. Inclúense entre os resultado obtidos o número de teses defendidas e as que recibiron a mención internacional, e as taxas de éxito (número de teses realizadas en 3 ou 4 anos), de graduación e de abandono e duración media da tese de doutoramento.

Asegurando a calidade

Para asegurar que o título se desenvolve de acordo coa memoria de verificación presentada o centro realiza anualmente un informe de seguimento de acordo cos procedementos do SGIC do centro e os resultados obtidos. Este informe é revisado por a ACSUG, axencia externa de avaliación.

Do resultado desta análise desprenderanse as accións correctivas e propostas de mellora que permitan alcanzar os obxectivos previstos e a mellora da titulación.

Comisións

Para garantir a calidade, crearase unha comisión de xestión académica específica do programa.

Martín Santamaría, María José
Coordinadora
Touriño Domínguez, Juan
Vogal PDI
Fraguela Rodríguez, Basilio Bernardo
Vogal PDI

teses

publicacións

Esta é unha mostra da produción científica dos estudantes do programa de doutoramento co fin de orientar a futuros estudantes interesados neste programa. En ningún caso debe considerarse unha listaxe completa e exhaustiva de toda a produción científica dos estudantes. A información é introducida polos propios doutorandos de forma relativamente desestruturada pero foi revisada e validada pola comisión académica.

Artigos en revistas internacionais
Prado-Rodríguez, R., González, P. and Banga, J.R. (2025), A Parameter Control Strategy for Parallel Island-Based Metaheuristics.Expert Systems, 42: e70061. https://doi.org/10.1111/exsy.70061
Fernández-Fraga, A., González-Domínguez, J., & Tourino, J. (2022). ParRADMeth: Identification of Differentially Methylated Regions on Multicore Clusters. IEEE/ACM Transactions on Computational Biology and Bioinformatics20(3), 2041-2049.
Fernández-Fraga, A., González-Domínguez, J., & Martín, M. J. (2024). PARamrfinder: detecting allele-specific DNA methylation on multicore clusters. The Journal of Supercomputing80(10), 14573-14599.
Fernández-Fraga, A., González-Domínguez, J., & Martín, M. J. (2025). BetaGPU: Harnessing GPU power for parallelized beta distribution functions. SoftwareX29, 102009.
Óscar Freire-Agulleiro, Ánxela Estévez-Salguero, Vitor Ferreira, Cassie Lynn Holleman, Julia García-Currás5, Ismael González-García1,2, Rubén Nogueiras, Manuel Tena-Sempere, Cristina García-Cáceres, Carlos Diéguez, Miguel López. SF1-specific deletion of the energy sensor AMPKg2 induces obesity. Molecular Metabolism 92 (2025). https://doi.org/10.1016/j.molmet.2024.102091.
Ferro, G., Odubanjo, O., Andrade, D., Gómez, A. (2025). TNBS: A Kernel-Based Benchmarking for Digital Quantum Computers. In: Caino-Lores, S., et al. Euro-Par 2024: Parallel Processing Workshops. Euro-Par 2024. Lecture Notes in Computer Science, vol 15385. Springer, Cham. https://doi.org/10.1007/978-3-031-90200-0_3
Recensións
Caino-Lores, S., Zeinalipour, D., Doudali, T. D., Singh, D. E., Martín Garzón, G. E., Sousa, L., Andrade, D., Cucinotta, T., D’Ambrosio, D., Diehl, P., Dolz, M. F., Jukan, A., Montella, R., Nardelli, M., Garcia-Gasulla, M., … Neuwirth, S. (Eds.). (2025). Euro-Par 2024: Parallel Processing Workshops: Euro-Par 2024 International Workshops, Madrid, Spain, August 26–30, 2024, Proceedings, Part I (Lecture Notes in Computer Science, Vol. 15385). Springer Cham. https://doi.org/10.1007/978-3-031-90200-0
Artigos en revistas internacionais
Vidal-Paz, José, Benigno Antonio Rodríguez-Gómez, and José A. Orosa. 2023. "A Comparison of Different Methods for Rainfall Imputation: A Galician Case Study" Applied Sciences 13, no. 22: 12260. https://doi.org/10.3390/app132212260
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
B. Beceiro, J. González-Domínguez, L. Morán-Fernández, V. Bolón-Canedo and J. Touriño, "CUDA Acceleration of MI-based Feature Selection Methods", Journal of Parallel and Distributed Computing, vol. 190, Aug. 2024, Art. no. 104901. [Online]. Available doi.org/10.1016/j.jpdc.2024.104901.
O. Castellanos-Rodríguez, R. R. Expósito, and J. Touriño, "SeQual-Stream: approaching stream processing to quality control of NGS datasets". BMC Bioinformatics, 24:403, 2023.
O. Castellanos-Rodríguez, R. R. Expósito, J. Enes, G. L. Taboada and J. Touriño, "Serverless-like platform for container-based YARN clusters". Future Generation Computer Systems, 155:256-271, 2024.
Calañas-Continente, Alfonso, Jesús Gutiérrez-Botella, Julia García-Currás, Mª Jesús Cobos, José Manuel Vaquero, Aura Herrera, Mª José Molina, and Mª Ángeles Gálvez. 2024. "Global Leadership Initiative on Malnutrition-Diagnosed Malnutrition in Lung Transplant Candidates" Nutrients 16, no. 3: 376. https://doi.org/10.3390/nu16030376
R. L. Castro, D. Andrade and B. B. Fraguela, "STuning-DL: Model-Driven Autotuning of Sparse GPU Kernels for Deep Learning," in IEEE Access, vol. 12, pp. 70581-70599, 2024, doi: 10.1109/ACCESS.2024.3402326
https://doi.org/10.1111/exsy.13554
Omar A. Mures, Javier Taibo, Emilio J. Padrón, Jose A. Iglesias-Guitian, A comprehensive handball dynamics dataset for game situation classification, Data in Brief, Volume 52, 2024, 109848, ISSN 2352-3409, https://doi.org/10.1016/j.dib.2023.109848.
Artigos en revistas internacionais
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
Artigos en revistas internacionais
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.
Artigos en revistas internacionais
"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.
Outras publicacións
Comision Europea de Proyectos H2020"Challenges to Extreme-Scale Distributed-Memory programming Models from Heterogeneous Hardware for HPC"
Artigos en revistas internacionais
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
Artigos en revistas internacionais
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.
Artigos en revistas internacionais
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
Outras publicacións
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.
Artigos en revistas internacionais
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
Outras publicacións
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
Artigos en revistas internacionais
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
Outras publicacións
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.
Artigos en revistas internacionais
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)

Oferta de prazas

curso 2023/2024
Oferta xeral 15