Publicaciones (51) Publicaciones de KATZALIN OLCOZ HERRERO

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

  3. Optimization of a line detection algorithm for autonomous vehicles on a RISC-V with accelerator

    Journal of Computer Science and Technology, Vol. 22, Núm. 2

2021

  1. Gem5-X: A Many-core Heterogeneous Simulation Platform for Architectural Exploration and Optimization

    ACM Transactions on Architecture and Code Optimization, Vol. 18, Núm. 4

  2. 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. Containergy-a container-based energy and performance profiling tool for next generation workloads

    Energies, Vol. 13, Núm. 9

  2. 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

  3. 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. A Machine Learning-Based Framework for Throughput Estimation of Time-Varying Applications in Multi-Core Servers

    IEEE/IFIP International Conference on VLSI and System-on-Chip, VLSI-SoC

  2. A Machine Learning-Based Framework for Throughput Estimation of Time-Varying Applications in Multi-Core Servers

    2019 IFIP/IEEE 27TH INTERNATIONAL CONFERENCE ON VERY LARGE SCALE INTEGRATION (VLSI-SOC)

  3. A QoS and Container-Based Approach for Energy Saving and Performance Profiling in Multi-Core Servers

    IEEE/IFIP International Conference on VLSI and System-on-Chip, VLSI-SoC

  4. A QoS and Container-Based Approach for Energy Saving and Performance Profiling in Multi-Core Servers

    2019 IFIP/IEEE 27TH INTERNATIONAL CONFERENCE ON VERY LARGE SCALE INTEGRATION (VLSI-SOC)

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

    Communications in Computer and Information Science

  6. Gem5-X: A gem5-based system level simulation framework to optimize many-core platforms

    2019 Spring Simulation Conference, SpringSim 2019

  7. 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

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

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

2018

  1. Level-spread: A new job allocation policy for dragonfly networks

    Proceedings - 2018 IEEE 32nd International Parallel and Distributed Processing Symposium, IPDPS 2018