All but one

Author:

Kuhlenkamp Jörn1,Werner Sebastian1,Borges Maria C.1,Ernst Dominik1

Affiliation:

1. TU Berlin, Berlin, Germany

Abstract

Serverless computing through Function-as-a-Service (FaaS) platforms is a popular new cloud computing model, offering high elasticity while being fully-managed. However, FaaS platforms do not quantify elasticity; thus, application developers are unaware of how elastic FaaS platforms are. This paper is an extended version of [18]. The original paper proposes an experiment design and corresponding toolkit for observing elasticity and its associated trade-offs with latency, reliability, and execution costs. Results for evaluating four popular FaaS platforms by AWS, Google, IBM, and Microsoft indicate significant short-comings in terms of elasticity for all but AWS's service offer. One year later, we reproduced all experiments and revisited our discussions. We report significant improvements by Google and IBM. Our results indicate that (currently) all but Microsoft's FaaS platform are elastic with differences in latency and execution costs.

Publisher

Association for Computing Machinery (ACM)

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A reference architecture for serverless big data processing;Future Generation Computer Systems;2024-06

2. Synthesizing Configuration Tactics for Exercising Hidden Options in Serverless Systems;Lecture Notes in Business Information Processing;2022

3. Benchmarking parallelism in FaaS platforms;Future Generation Computer Systems;2021-11

4. Application-Platform Co-design for Serverless Data Processing;Service-Oriented Computing;2021

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