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当今的计算挑战:计算机硬件设计的机遇。

Today's computing challenges: opportunities for computer hardware design.

作者信息

Bae Woorham

机构信息

Circuits Department, Ayar Labs, Santa Clara, CA, USA.

Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, Berkeley, CA, USA.

出版信息

PeerJ Comput Sci. 2021 Mar 30;7:e420. doi: 10.7717/peerj-cs.420. eCollection 2021.

Abstract

Due to the explosive increase of digital data creation, demand on advancement of computing capability is ever increasing. However, the legacy approaches that we have used for continuous improvement of three elements of computer (process, memory, and interconnect) have started facing their limits, and therefore are not as effective as they used to be and are also expected to reach the end in the near future. Evidently, it is a large challenge for computer hardware industry. However, at the same time it also provides great opportunities for the hardware design industry to develop novel technologies and to take leadership away from incumbents. This paper reviews the technical challenges that today's computing systems are facing and introduces potential directions for continuous advancement of computing capability, and discusses where computer hardware designers find good opportunities to contribute.

摘要

由于数字数据创建的爆炸式增长,对计算能力提升的需求也在不断增加。然而,我们用于持续改进计算机三个要素(处理器、内存和互连)的传统方法已开始面临其局限性,因此不再像过去那样有效,并且预计在不久的将来会走到尽头。显然,这对计算机硬件行业来说是一个巨大的挑战。然而,与此同时,它也为硬件设计行业提供了巨大的机会,以开发新技术并从现有企业手中夺取领先地位。本文回顾了当今计算系统面临的技术挑战,介绍了计算能力持续提升的潜在方向,并讨论了计算机硬件设计师在哪些方面能找到很好的贡献机会。

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