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KATZALIN
OLCOZ HERRERO
Profesora titular de universidad
Publicaciones (52) Publicaciones de KATZALIN OLCOZ HERRERO
2024
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Advanced simulation-based predictive modelling for solar irradiance sensor farms
Journal of Simulation
2023
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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
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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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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
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A unified cloud-enabled discrete event parallel and distributed simulation architecture
Simulation Modelling Practice and Theory, Vol. 118
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Applying Game-Learning Environments to Power Capping Scenarios via Reinforcement Learning
Communications in Computer and Information Science
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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
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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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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
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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 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)
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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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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)
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Detecting time-fragmented cache attacks against aes using performance monitoring counters
Communications in Computer and Information Science
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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
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MAMUT: Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-User Video Transcoding
2019 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE)