Publications by the researcher in collaboration with Marina Zapater (33)

2024

  1. CloudProphet: A Machine Learning-Based Performance Prediction for Public Clouds

    IEEE Transactions on Sustainable Computing, Vol. 9, Núm. 4, pp. 661-676

  2. Cross-layer Exploration of 2.5D Energy-Efficient Heterogeneous Chiplets Integration: From System Simulation to Open Hardware

    Proceedings of the 29th International Symposium on Low Power Electronics and Design, ISLPED 2024

  3. Intermediate Address Space: virtual memory optimization of heterogeneous architectures for cache-resident workloads

    ACM Transactions on Architecture and Code Optimization, Vol. 21, Núm. 3

2023

  1. HackRF + GNU Radio: A software-defined radio to teach communication theory

    International Journal of Electrical Engineering and Education, Vol. 60, Núm. 1, pp. 23-40

2022

  1. Energy-aware task scheduling in data centers using an application signature

    Computers and Electrical Engineering, Vol. 97

  2. Reinforcement Learning-Based Joint Reliability and Performance Optimization for Hybrid-Cache Computing Servers

    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 41, Núm. 12, pp. 5596-5609

2021

  1. Fast energy estimation framework for long-running applications

    Future Generation Computer Systems, Vol. 115, pp. 20-33

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

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

  3. Interpreting deep learning models for epileptic seizure detection on EEG signals

    Artificial Intelligence in Medicine, Vol. 117

2020

  1. 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. Cyber-physical systems design methodology for the prediction of symptomatic events in chronic diseases

    Complexity Challenges in Cyber Physical Systems: Using Modeling and Simulation (M&S) to Support Intelligence, Adaptation and Autonomy (wiley), pp. 223-253

  2. Definition of a transparent constraint-based modeling and simulation layer for the management of complex systems

    2019 Spring Simulation Conference, SpringSim 2019

  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

2018

  1. Fast Energy Estimation Through Partial Execution of HPC Applications

    Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors

  2. Power transmission and workload balancing policies in eHealth mobile cloud computing scenarios

    Future Generation Computer Systems, Vol. 78, pp. 587-601

2017

  1. Reconsidering the performance of DEVS modeling and simulation environments using the DEVStone benchmark

    Simulation, Vol. 93, Núm. 6, pp. 459-476

  2. SFIDE: A simulation infrastructure for data centers

    Simulation Series

2016

  1. Runtime data center temperature prediction using Grammatical Evolution techniques

    Applied Soft Computing Journal, Vol. 49, pp. 94-107

  2. Symposium on modeling and simulation of complexity in intelligent, adaptive and autonomous systems (MSCIAAS 2016)

    Simulation Series

  3. Unsupervised power modeling of co-allocated workloads for energy efficiency in data centers

    Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, DATE 2016