TAS: A Temperature-Aware Scheduling for Heterogeneous Computing
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3281839
Abstract: With the development of AI technology, the parameters and calculation overhead of advanced models have increased exponentially, resulting in the existing low-end GPU(Graphic Processing Unit) being unable to meet the computing power required for model… read more here.
Keywords: temperature aware; tas temperature; temperature; edge side ... See more keywords
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
Improving DRAM Performance in 3-D ICs via Temperature Aware Refresh
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Very Large Scale Integration (VLSI) Systems"
DOI: 10.1109/tvlsi.2016.2606085
Abstract: The 3-D integration allows IC designs to stack DRAM directly on the top of execution units, which greatly reduces DRAM access latency and improves memory bandwidth. Unfortunately, the heat generated by the processor unit cannot… read more here.
Keywords: temperature; temperature aware; improving dram; aware refresh ... See more keywords