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Arman Iranfar

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Arman Iranfar

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Multi-Objective Management of Multiprocessor Systems: From Heuristics to Reinforcement Learning

Resource Management for Power-Constrained HEVC Transcoding Using Reinforcement Learning

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

Dynamic Thermal Management with Proactive Fan Speed Control Through Reinforcement Learning

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

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

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

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

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

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