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Containergy—A Container-Based Energy and Performance Profiling Tool for Next Generation Workloads

Energies (Basel), 2020-05, Vol.13 (9), p.2162

2020

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Multiagent Reinforcement Learning for Hyperparameter Optimization of Convolutional Neural Networks

IEEE transactions on computer-aided design of integrated circuits and systems, 2022-04, Vol.41 (4), p.1034-1047

2022

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Machine Learning-Based Quality-Aware Power and Thermal Management of Multistream HEVC Encoding on Multicore Servers

IEEE transactions on parallel and distributed systems, 2018-10, Vol.29 (10), p.2268-2281

2018

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Green Synthesis of ZnO/SnO2 Nanocomposites Using Pine Leaves and Their Application for the Removal of Heavy Metals from Aqueous Media

Journal of cluster science, 2022-01, Vol.33 (1), p.301-310

2022

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TheSPoT: Thermal Stress-Aware Power and Temperature Management for Multiprocessor Systems-on-Chip

IEEE transactions on computer-aided design of integrated circuits and systems, 2018-08, Vol.37 (8), p.1532-1545

2018

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Resource Management for Power-Constrained HEVC Transcoding Using Reinforcement Learning

IEEE transactions on parallel and distributed systems, 2020-12, Vol.31 (12), p.2834-2850

2020

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Dynamic Thermal Management with Proactive Fan Speed Control Through Reinforcement Learning

2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2020, p.418-423

2020

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Dynamic thermal management with proactive fan speed control through reinforcement learning

Proceedings of the 23rd Conference on Design, Automation and Test in Europe, 2020, p.418-423

2020

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Enhancing Two-Phase Cooling Efficiency through Thermal-Aware Workload Mapping for Power-Hungry Servers

2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2019, p.66-71

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), 2019, p.558-563

2019

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A Machine Learning-Based Strategy for Efficient Resource Management of Video Encoding on Heterogeneous MPSoCs

2018 IEEE International Symposium on Circuits and Systems (ISCAS), 2018, p.1-5

2018

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A heuristic machine learning-based algorithm for power and thermal management of heterogeneous MPSoCs

2015 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), 2015, p.291-296

2015

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Online efficient bio-medical video transcoding on MPSoCs through content-aware workload allocation

2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2018, p.949-954

2018

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A thermal stress-aware algorithm for power and temperature management of MPSoCs

2015 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2015, p.954-959

2015

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A thermal stress-aware algorithm for power and temperature management of MPSoCs

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015, p.954-959

2015

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ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021, Vol.2021, p.535-541

2021

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Towards the Certification of AI-based Systems

2024 11th IEEE Swiss Conference on Data Science (SDS), 2024, p.84-91

2024

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Work-in-progress: a machine learning-based approach for power and thermal management of next-generation video coding on MPSoCs

2017 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), 2017, p.1-2

2017

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A machine learning-based approach for power and thermal management of next-generation video coding on MPSoCs: work-in-progress

Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion, 2017, p.1-2

2017

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Design of a Two-Phase Gravity-Driven Micro-Scale Thermosyphon Cooling System for High-Performance Computing Data Centers

2018 17th IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm), 2018, p.587-595

2018

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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), 2019, p.211-216

2019

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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), 2019, p.230-231

2019

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Thermal characterization of next-generation workloads on heterogeneous MPSoCs

2017 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS), 2017, p.286-291

2017

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MANGO: Exploring Manycore Architectures for Next-GeneratiOn HPC Systems

2017 Euromicro Conference on Digital System Design (DSD), 2017, p.478-485

2017

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Containergy—A Container-Based Energy and Performance Profiling Tool for Next Generation Workloads

Multiagent Reinforcement Learning for Hyperparameter Optimization of Convolutional Neural Networks

Machine Learning-Based Quality-Aware Power and Thermal Management of Multistream HEVC Encoding on Multicore Servers

Green Synthesis of ZnO/SnO2 Nanocomposites Using Pine Leaves and Their Application for the Removal of Heavy Metals from Aqueous Media

TheSPoT: Thermal Stress-Aware Power and Temperature Management for Multiprocessor Systems-on-Chip

Resource Management for Power-Constrained HEVC Transcoding Using Reinforcement Learning

Dynamic Thermal Management with Proactive Fan Speed Control Through Reinforcement Learning

Dynamic thermal management with proactive fan speed control through reinforcement learning

Enhancing Two-Phase Cooling Efficiency through Thermal-Aware Workload Mapping for Power-Hungry Servers

MAMUT: Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-User Video Transcoding

A Machine Learning-Based Strategy for Efficient Resource Management of Video Encoding on Heterogeneous MPSoCs

A heuristic machine learning-based algorithm for power and thermal management of heterogeneous MPSoCs

Online efficient bio-medical video transcoding on MPSoCs through content-aware workload allocation

A thermal stress-aware algorithm for power and temperature management of MPSoCs

A thermal stress-aware algorithm for power and temperature management of MPSoCs

Exploring manycore architectures for next-generation HPC systems through the MANGO approach

ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals

Towards the Certification of AI-based Systems

Work-in-progress: a machine learning-based approach for power and thermal management of next-generation video coding on MPSoCs

A machine learning-based approach for power and thermal management of next-generation video coding on MPSoCs: work-in-progress

Design of a Two-Phase Gravity-Driven Micro-Scale Thermosyphon Cooling System for High-Performance Computing Data Centers

A Machine Learning-Based Framework for Throughput Estimation of Time-Varying Applications in Multi-Core Servers

A QoS and Container-Based Approach for Energy Saving and Performance Profiling in Multi-Core Servers

Thermal characterization of next-generation workloads on heterogeneous MPSoCs

MANGO: Exploring Manycore Architectures for Next-GeneratiOn HPC Systems

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