Publications (165) Francisco Carmelo Almeida Rodríguez publications

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2026

  1. 2:4 Pruning on Edge Devices: Performance, Energy Efficiency and Accuracy

    Lecture Notes in Computer Science

2025

  1. Containerization for Heterogeneous and Hybrid Parallelism

    Lecture Notes in Computer Science

  2. Correction to: Energy efficiency and performance analysis of a legacy atomic scale materials modeling simulator (VASP) (The Journal of Supercomputing, (2024), 80, 11, (16679-16702), 10.1007/s11227-024-06066-0)

    Journal of Supercomputing

  3. Energy-Efficient Inference on RNN and LLM networks: A Quantized Evaluation on RISC-V, ARM, and x86 Devices

    E-ENERGY 2025 - Proceedings of the 2025 16th ACM International Conference on Future and Sustainable Energy Systems

  4. KubePipe: a container-based high-level parallelization tool for scalable machine learning pipelines

    Journal of Supercomputing, Vol. 81, Núm. 3

2024

  1. Comprehensive analysis of energy efficiency and performance of ARM and RISC-V SoCs

    Journal of Supercomputing, Vol. 80, Núm. 9, pp. 12771-12789

  2. Energy efficiency and performance analysis of a legacy atomic scale materials modeling simulator (VASP)

    Journal of Supercomputing, Vol. 80, Núm. 11, pp. 16679-16702

  3. Energy efficient power cap configurations through Pareto front analysis and machine learning categorization

    Cluster Computing, Vol. 27, Núm. 3, pp. 3433-3449

  4. Optimizing convolutional neural networks for IoT devices: performance and energy efficiency of quantization techniques

    Journal of Supercomputing, Vol. 80, Núm. 9, pp. 12686-12705

  5. Parallel programming in mobile devices with FancyJCL

    The Journal of Supercomputing

2023

  1. Reliable Energy Measurement on Heterogeneous Systems–on–Chip Based Environments

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

2021

  1. An approach to reduce energy consumption and performance losses on heterogeneous servers using power capping

    Journal of Scheduling, Vol. 24, Núm. 5, pp. 489-505

  2. Fancier: A Unified Framework for Java, C, and OpenCL Integration

    IEEE Access, Vol. 9, pp. 164570-164588

2020

  1. A Dynamic Multi-Objective Approach for Dynamic Load Balancing in Heterogeneous Systems

    IEEE Transactions on Parallel and Distributed Systems, Vol. 31, Núm. 10, pp. 2421-2434

  2. Improving Energy Consumption in Iterative Problems Using Machine Learning

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

  3. Rancid: Reliable Benchmarking on Android Platforms

    IEEE Access, Vol. 8, pp. 143342-143358

2019

  1. A heuristic technique to improve energy efficiency with dynamic load balancing

    Journal of Supercomputing, Vol. 75, Núm. 3, pp. 1610-1624

  2. Análisis de rendimiento y eficiencia energética de arquitecturas ARM de bajo consumo

    Avances en Arquitectura y Tecnología de Computadores: Actas de Jornadas SARTECO, Cáceres, 18 a 20 de septiembre de 2019| (Servicio de Publicaciones), pp. 141-147

  3. Applications for ultrascale systems

    Ultrascale Computing Systems (Institution of Engineering and Technology), pp. 189-244

  4. Finding energy efficient hardware configurations under a power cap

    Avances en Arquitectura y Tecnología de Computadores: Actas de Jornadas SARTECO, Cáceres, 18 a 20 de septiembre de 2019| (Servicio de Publicaciones), pp. 253-258