Publications by the researcher in collaboration with KATZALIN OLCOZ HERRERO (37)

2025

  1. Balanced segmentation of CNNs for multi-TPU inference

    Journal of Supercomputing, Vol. 81, Núm. 1

2024

  1. Advanced simulation-based predictive modelling for solar irradiance sensor farms

    Journal of Simulation

2023

  1. Distributed training and inference of deep learning solar energy forecasting models

    Proceedings - 2023 31st Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2023

  2. Dynamic power budget redistribution under a power cap on multi-application environments

    Sustainable Computing: Informatics and Systems, Vol. 38

  3. Improving inference time in multi-TPU systems with profiled model segmentation

    Proceedings - 2023 31st Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2023

2022

  1. A unified cloud-enabled discrete event parallel and distributed simulation architecture

    Simulation Modelling Practice and Theory, Vol. 118

  2. Applying Game-Learning Environments to Power Capping Scenarios via Reinforcement Learning

    Communications in Computer and Information Science

2021

  1. Genome Sequence Alignment - Design Space Exploration for Optimal Performance and Energy Architectures

    IEEE Transactions on Computers, Vol. 70, Núm. 12, pp. 2218-2233

2020

  1. Leveraging knowledge-as-a-service (KaaS) for QoS-aware resource management in multi-user video transcoding

    Journal of Supercomputing, Vol. 76, Núm. 12, pp. 9388-9403

  2. Resource Management for Power-Constrained HEVC Transcoding Using Reinforcement Learning

    IEEE Transactions on Parallel and Distributed Systems, Vol. 31, Núm. 12, pp. 2834-2850

2019

  1. Detecting time-fragmented cache attacks against aes using performance monitoring counters

    Communications in Computer and Information Science

  2. MAMUT: Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-User Video Transcoding

    2019 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE)

  3. MAMUT: Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-User Video Transcoding

    Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019

2017

  1. Energy efficiency optimization of task-parallel codes on asymmetric architectures

    Proceedings - 2017 International Conference on High Performance Computing and Simulation, HPCS 2017

  2. Revisiting conventional task schedulers to exploit asymmetry in multi-core architectures for dense linear algebra operations

    Parallel Computing, Vol. 68, pp. 59-76

2016

  1. Refactoring conventional task schedulers to exploit asymmetric ARM big.LITTLE architectures in dense linear algebra

    Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016

2014

  1. A novel energy-driven computing paradigm for e-health scenarios

    Future Generation Computer Systems, Vol. 34, pp. 138-154

  2. Server power modeling for run-time energy optimization of cloud computing facilities

    Energy Procedia

  3. VLSI for the new era

    Integration, the VLSI Journal

2012

  1. Memory power optimization of Java-based embedded systems exploiting garbage collection information

    Journal of Systems Architecture, Vol. 58, Núm. 2, pp. 61-72