Arquitectura de Computadores y Automática
Departamento
École Polytechnique Fédérale de Lausanne
Lausana, SuizaPublicaciones en colaboración con investigadores/as de École Polytechnique Fédérale de Lausanne (64)
2024
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CloudProphet: A Machine Learning-Based Performance Prediction for Public Clouds
IEEE Transactions on Sustainable Computing
2023
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Dynamic power budget redistribution under a power cap on multi-application environments
Sustainable Computing: Informatics and Systems, Vol. 38
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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
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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
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Gem5-X: A Many-core Heterogeneous Simulation Platform for Architectural Exploration and Optimization
ACM Transactions on Architecture and Code Optimization, Vol. 18, Núm. 4
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Genome Sequence Alignment - Design Space Exploration for Optimal Performance and Energy Architectures
IEEE Transactions on Computers, Vol. 70, Núm. 12, pp. 2218-2233
2020
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Containergy-a container-based energy and performance profiling tool for next generation workloads
Energies, Vol. 13, Núm. 9
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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
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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
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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
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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
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Definition of a transparent constraint-based modeling and simulation layer for the management of complex systems
2019 Spring Simulation Conference, SpringSim 2019
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Gem5-X: A gem5-based system level simulation framework to optimize many-core platforms
2019 Spring Simulation Conference, SpringSim 2019
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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
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A Modular Low-Complexity ECG Delineation Algorithm for Real-Time Embedded Systems
IEEE Journal of Biomedical and Health Informatics, Vol. 22, Núm. 2, pp. 429-441
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An ultra low-cost cluster based on low-end fpgas
Simulation Series
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Fast Energy Estimation Through Partial Execution of HPC Applications
Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors
2014
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A mapping-scheduling algorithm for hardware acceleration on reconfigurable platforms
ACM Transactions on Reconfigurable Technology and Systems, Vol. 7, Núm. 2
2012
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Fast and scalable temperature-driven floorplan design in 3D MPSoCs
LATW 2012 - 13th IEEE Latin American Test Workshop
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Memory power optimization of Java-based embedded systems exploiting garbage collection information
Journal of Systems Architecture, Vol. 58, Núm. 2, pp. 61-72