Publications (55) Publications de KATZALIN OLCOZ HERRERO

2024

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

    Journal of Simulation

  2. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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

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

  4. 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

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

    Communications in Computer and Information Science