Arman Iranfar
Orcid: 0000-0001-6803-589XAffiliations:
- Swiss Federal Institute of Technology Lausanne (EPFL), Lausanne, Switzerland
According to our database1,
Arman Iranfar
authored at least 20 papers
between 2015 and 2024.
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Bibliography
2024
Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024
2022
Multiagent Reinforcement Learning for Hyperparameter Optimization of Convolutional Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022
2021
ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals.
CoRR, 2021
ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Resource Management for Power-Constrained HEVC Transcoding Using Reinforcement Learning.
IEEE Trans. Parallel Distributed Syst., 2020
Dynamic Thermal Management with Proactive Fan Speed Control Through Reinforcement Learning.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020
2019
A QoS and Container-Based Approach for Energy Saving and Performance Profiling in Multi-Core Servers.
Proceedings of the 27th IFIP/IEEE International Conference on Very Large Scale Integration, 2019
A Machine Learning-Based Framework for Throughput Estimation of Time-Varying Applications in Multi-Core Servers.
Proceedings of the 27th IFIP/IEEE International Conference on Very Large Scale Integration, 2019
Enhancing Two-Phase Cooling Efficiency through Thermal-Aware Workload Mapping for Power-Hungry Servers.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019
MAMUT: Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-User Video Transcoding.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019
2018
Machine Learning-Based Quality-Aware Power and Thermal Management of Multistream HEVC Encoding on Multicore Servers.
IEEE Trans. Parallel Distributed Syst., 2018
TheSPoT: Thermal Stress-Aware Power and Temperature Management for Multiprocessor Systems-on-Chip.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018
Exploring manycore architectures for next-generation HPC systems through the MANGO approach.
Microprocess. Microsystems, 2018
A Machine Learning-Based Strategy for Efficient Resource Management of Video Encoding on Heterogeneous MPSoCs.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Online efficient bio-medical video transcoding on MPSoCs through content-aware workload allocation.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018
2017
Proceedings of the 2017 International Conference on Embedded Computer Systems: Architectures, 2017
Proceedings of the Euromicro Conference on Digital System Design, 2017
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
2015
A heuristic machine learning-based algorithm for power and thermal management of heterogeneous MPSoCs.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2015
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015