Arman Iranfar

According to our database1, Arman Iranfar authored at least 16 papers between 2015 and 2020.

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Bibliography

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
Thermal characterization of next-generation workloads on heterogeneous MPSoCs.
Proceedings of the 2017 International Conference on Embedded Computer Systems: Architectures, 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

A thermal stress-aware algorithm for power and temperature management of MPSoCs.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015


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