A SPEC RG Cloud Group's Vision on the Performance Challenges of FaaS Cloud Architectures

Erwin Van Eyk, A. Iosup, Cristina L. Abad, Johannes Grohmann, Simon Eismann
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引用次数: 71

Abstract

As a key part of the serverless computing paradigm, Function-as-a-Service (FaaS) platforms enable users to run arbitrary functions without being concerned about operational issues. However, there are several performance-related issues surrounding the state-of-the-art FaaS platforms that can deter widespread adoption of FaaS, including sizeable overheads, unreliable performance, and new forms of the cost-performance trade-off. In this work we, the SPEC RG Cloud Group, identify six performance-related challenges that arise specifically in this FaaS model, and present our roadmap to tackle these problems in the near future. This paper aims at motivating the community to solve these challenges together.
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A SPEC RG云集团对FaaS云架构性能挑战的看法
作为无服务器计算范例的关键部分,功能即服务(FaaS)平台使用户能够运行任意功能,而无需担心操作问题。然而,围绕最先进的FaaS平台存在一些与性能相关的问题,这些问题可能会阻碍FaaS的广泛采用,包括相当大的开销、不可靠的性能以及成本-性能权衡的新形式。在这项工作中,我们SPEC RG云组确定了在这个FaaS模型中具体出现的六个与性能相关的挑战,并提出了我们在不久的将来解决这些问题的路线图。本文旨在激励社区共同解决这些挑战。
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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