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 19 papers
between 2015 and 2022.
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Bibliography
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