CPU-free Computing: A Vision with a Blueprint

A. Trivedi, Marco Spaziani Brunella
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Abstract

Since the inception of computing, we have been reliant on CPU-powered architectures. However, today this reliance is challenged by manufacturing limitations (CMOS scaling), performance expectations (stalled clocks, Turing tax), and security concerns (microarchitectural attacks). To re-imagine our computing architecture, in this work, we take a more radical, but pragmatic approach and propose to eliminate the CPU with its design baggage from data center computing. We integrate three primary pillars of computing, i.e., networking, storage, and computing, into a single, self-hosting, unified CPU-free Data Processing Unit (DPU) called Hyperion. The elimination of the CPU from computing necessitates re-thinking our computing, networking, and storage abstractions, and tackle the associated challenges which we sketch in this paper. We share the blueprint of our work-in-progress, Hyperion's hardware and software stack, and seek feedback.
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无cpu计算:带蓝图的愿景
自从计算诞生以来,我们一直依赖于cpu驱动的架构。然而,今天这种依赖受到了制造限制(CMOS缩放)、性能期望(时钟停滞、图灵税)和安全问题(微架构攻击)的挑战。为了重新想象我们的计算架构,在这项工作中,我们采取了一种更激进但更实用的方法,并建议从数据中心计算中消除CPU及其设计包袱。我们将计算的三个主要支柱,即网络、存储和计算,集成到一个名为Hyperion的、自托管的、统一的无cpu数据处理单元(DPU)中。从计算中消除CPU需要重新思考我们的计算、网络和存储抽象,并解决我们在本文中概述的相关挑战。我们分享我们正在进行的工作蓝图,Hyperion的硬件和软件堆栈,并寻求反馈。
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