publications

2025

1. SYCL for CPU+GPU Heterogeneous Computing: A Study on Integrated and Discrete GPUs

   Silvia R. Alcaraz, Ruben Laso, and 2 more authors

   In 2025 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops), 2025

   DOI Bib

   @inproceedings{Alcaraz2025,
     title = {{SYCL} for {CPU}+{GPU} {H}eterogeneous {C}omputing: {A} {S}tudy on {I}ntegrated and {D}iscrete {GPU}s},
     author = {Alcaraz, Silvia R. and Laso, Ruben and Vilariño, David L. and Rivera, Francisco F.},
     booktitle = {2025 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops)},
     year = {2025},
     volume = {},
     number = {},
     pages = {1-2},
     doi = {10.1109/CLUSTERWorkshops65972.2025.11164210}
   }

2. Evaluación de modelos de DL en nubes de puntos LiDAR para aplicaciones de automoción en tiempo real

   Pablo Liste, Silvia R. Alcaraz, and 3 more authors

   In Avances en arquitectura y tecnología de computadores. Actas de las XXXV Jornadas SARTECO 2025, Sevilla, Spain, 2025

   DOI Bib

   @inproceedings{Liste2025,
     title = {Evaluaci\'{o}n de modelos de {DL} en nubes de puntos {LiDAR} para aplicaciones de automoci\'{o}n en tiempo real},
     author = {Liste, Pablo and Alcaraz, Silvia R. and Lorenzo, Oscar G. and Cabaleiro, José C. and Rivera, Francisco F.},
     year = {2025},
     publisher = {Zenodo},
     doi = {10.5281/ZENODO.16633724},
     isbn = {978-84-09-74530-2},
     booktitle = {Avances en arquitectura y tecnología de computadores. Actas de las XXXV Jornadas SARTECO 2025},
     location = {Sevilla, Spain},
     pages = {43–51},
     keywords = {Deep Learning, Nubes de puntos 3D, LiDAR, Tracking en tiempo real, Automoción},
     language = {es},
     copyright = {Creative Commons Attribution 4.0 International}
   }

2024

1. Assessing Intel OneAPI capabilities and cloud-performance for heterogeneous computing

   Silvia R. Alcaraz, Ruben Laso, and 4 more authors

   The Journal of Supercomputing, 2024

   DOI Bib

   @article{Alcaraz2024,
     title = {Assessing {I}ntel {O}ne{API} capabilities and cloud-performance for heterogeneous computing},
     author = {Alcaraz, Silvia R. and Laso, Ruben and Lorenzo, Oscar G. and Vilariño, David L. and Pena, Tomás F. and Rivera, Francisco F.},
     journal = {The Journal of Supercomputing},
     volume = {80},
     pages = {13295-13316},
     issn = {1573-0484},
     doi = {https://doi.org/10.1007/s11227-024-05958-5},
     year = {2024},
     publisher = {Springer},
     keywords = {Intel OneAPI, Intel DevCloud, GPU, FPGA, Heterogeneous computing, Cloud computing}
   }

2023

1. Performance evaluation of heterogeneous CPU+iGPU and CPU+FPGA schemes using Intel OneAPI on the cloud

   Silvia R. Alcaraz, Ruben Laso, and 4 more authors

   In International Conference Computational and Mathematical Methods in Science and Engineering (CMMSE), 2023

   Bib

   @inproceedings{Alcaraz2023,
     author = {Alcaraz, Silvia R. and Laso, Ruben and Lorenzo, Oscar G. and Vilariño, David L. and Pena, Tomás F. and Rivera, Francisco F.},
     title = {Performance evaluation of heterogeneous {CPU+iGPU} and {CPU+FPGA} schemes using {I}ntel {O}ne{API} on the cloud},
     booktitle = {{I}nternational {C}onference {C}omputational and {M}athematical {M}ethods in {S}cience and {E}ngineering ({CMMSE})},
     year = {2023},
     address = {Rota (Spain)}
   }