Energy-efficient E-puting everywhere

Wu-chun Feng
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Abstract

Throughout the 1990s and much of the 2000s, the halls of high-performance computing (HPC) echoed with sentiments like the following: "In HPC, no one cares about energy efficiency or power consumption, and no one ever will." While such extreme talk has subsided, computational performance (or speed) via parallelism still rule the roost. Conversely, one could argue that the consumer electronics space has taken a complementary approach, where energy efficiency and power consumption have been first-order design constraints, with speed only needing to be "good enough" for ordinary daily tasks. However, the increasing computational demands that end users will place on (consumer) electronics, such as computations for personalized medicine, point to the need for "supercomputing in small spaces" (http://sss.cs.vt.edu/). This trend, in turn, will elevate performance to be a first-order design constraint in consumer electronics, on par with energy efficiency and power consumption. This talk will discuss how a "trickle-up" approach will deliver supercomputing in small spaces via an increasingly converged world of energy-efficient (consumer) electronics and computing, or e-puting.
节能环保无处不在
在整个20世纪90年代和本世纪头十年的大部分时间里,高性能计算(HPC)的大厅里回荡着这样的情绪:“在高性能计算领域,没有人关心能源效率或功耗,也没有人会关心。”虽然这种极端的言论已经平息,但通过并行的计算性能(或速度)仍然占据主导地位。相反,有人可能会说,消费电子领域已经采取了一种互补的方法,其中能源效率和功耗一直是一阶设计限制,速度只需要“足够好”用于普通的日常任务。然而,终端用户对(消费)电子产品日益增长的计算需求,如个性化医疗的计算,表明需要“小空间的超级计算”(http://sss.cs.vt.edu/)。这种趋势,反过来,将提升性能,成为消费电子产品的一级设计约束,与能源效率和功耗同等重要。本次演讲将讨论“涓滴向上”的方法如何通过节能(消费)电子和计算(或e-puting)日益融合的世界,在小空间内提供超级计算。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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