Informática
Facultad
KATZALIN
OLCOZ HERRERO
Profesora titular de universidad
Publicaciones en las que colabora con KATZALIN OLCOZ HERRERO (37)
2025
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Balanced segmentation of CNNs for multi-TPU inference
Journal of Supercomputing, Vol. 81, Núm. 1
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
2021
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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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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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Detecting time-fragmented cache attacks against aes using performance monitoring counters
Communications in Computer and Information Science
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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)
2017
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Energy efficiency optimization of task-parallel codes on asymmetric architectures
Proceedings - 2017 International Conference on High Performance Computing and Simulation, HPCS 2017
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Revisiting conventional task schedulers to exploit asymmetry in multi-core architectures for dense linear algebra operations
Parallel Computing, Vol. 68, pp. 59-76
2016
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Refactoring conventional task schedulers to exploit asymmetric ARM big.LITTLE architectures in dense linear algebra
Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016
2014
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A novel energy-driven computing paradigm for e-health scenarios
Future Generation Computer Systems, Vol. 34, pp. 138-154
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Server power modeling for run-time energy optimization of cloud computing facilities
Energy Procedia
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VLSI for the new era
Integration, the VLSI Journal
2012
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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