A New Era of Tailored Computing

2021 Symposium on VLSI Circuits(2021)

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摘要
The worldwide computing market grew tremendously over the past decades, and looking toward the future, these trends do not appear to be slowing down. Moore’s Law coupled with incredible innovation in hardware and software are engines driving this growth. However, the entire industry faces a barrage of challenges including the slowing of Moore’s Law, stringent power and energy constraints, an always-connected society, and disruptions from the on-going artificial intelligence revolution. To continue delivering ever higher-performance computing solutions amid these difficulties, the industry needs to pivot to a new mindset of "Tailored Computing." The need for and opportunities to tailor our technologies in all aspects of future compute will propel the industry toward heterogeneity in everything it does.
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关键词
Accelerators,energy efficiency,heterogeneity,heterogeneous,high-performance computing,HPC,tailored computing
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