Game-of-Life Temperature-Aware DVFS Strategy for Tile-Based Chip Many-Core Processors
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal on Emerging and Selected Topics in Circuits and Systems"
DOI: 10.1109/jetcas.2023.3244763
Abstract: We propose a novel technique which exploits the concept of Game-of-Life (GoL) originated from cellular automata to achieve a light-weight yet effective temperature-aware DVFS for tile-based Chip Many-Core Processors (CMPs). The proposed DVFS mechanism is… read more here.
Keywords: temperature aware; core; dvfs; aware dvfs ... See more keywords
Coordinated Batching and DVFS for DNN Inference on GPU Accelerators
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2022.3144614
Abstract: Employing hardware accelerators to improve the performance and energy-efficiency of DNN applications is on the rise. One challenge of using hardware accelerators, including the GPU-based ones, is that their performance is limited by internal and… read more here.
Keywords: power; dnn inference; dvfs; dnn ... See more keywords