期刊
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING
卷 8, 期 3, 页码 343-362出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TSUSC.2023.3273852
关键词
Sustainable computing; data centers; cloud; FPGAs; power optimizations; PUE
This article provides a survey of academic literature on field programmable gate array (FPGA) and their utilization for energy efficiency acceleration in data centers. It critically presents existing FPGA energy optimization techniques and discusses their application in such systems. The article also analyzes over ten years of research in energy optimization techniques, classifying them by purpose, method of application, and impacts on consumption sources. Finally, the article concludes with the challenges and potential innovations in this sector.
This article provides a survey of academic literature about field programmable gate array (FPGA) and their utilization for energy efficiency acceleration in data centers. The goal is to critically present the existing FPGAs energy optimization techniques and discuss how they can be applied to such systems. To do so, the article explores current energy trends and their projection to the future with particular attention to the requirements set out by the European Code of Conduct for Data Center Energy Efficiency. The article then proposes a complete analysis of over ten years of research in energy optimization techniques, classifying them by purpose, method of application, and impacts on the sources of consumption. Finally, we conclude with the challenges and possible innovations we expect for this sector.
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