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.
%0 Conference Paper
%1 vanEyk:2018:SRC:3185768.3186308
%A van Eyk, Erwin
%A Iosup, Alexandru
%A Abad, Cristina L.
%A Grohmann, Johannes
%A Eismann, Simon
%B Companion of the 2018 ACM/SPEC International Conference on Performance Engineering
%C New York, NY, USA
%D 2018
%I Association for Computing Machinery (ACM)
%K Design_of_software_and_systems Performance Prediction SPEC descartes t_visionposition myown
%P 21--24
%R 10.1145/3185768.3186308
%T A SPEC RG Cloud Group's Vision on the Performance Challenges of FaaS Cloud Architectures
%U https://doi.org/10.1145/3185768.3186308
%X 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.
%@ 9781450356299
@inproceedings{vanEyk:2018:SRC:3185768.3186308,
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.},
added-at = {2020-04-05T23:19:45.000+0200},
address = {New York, NY, USA},
author = {van Eyk, Erwin and Iosup, Alexandru and Abad, Cristina L. and Grohmann, Johannes and Eismann, Simon},
biburl = {https://www.bibsonomy.org/bibtex/21fab08d28c8e606cffde21f86a217008/joh.grohmann},
booktitle = {Companion of the 2018 ACM/SPEC International Conference on Performance Engineering},
doi = {10.1145/3185768.3186308},
interhash = {9af3d23af8c25404f0a04bcb218a03a1},
intrahash = {1fab08d28c8e606cffde21f86a217008},
isbn = {9781450356299},
keywords = {Design_of_software_and_systems Performance Prediction SPEC descartes t_visionposition myown},
pages = {21--24},
publisher = {Association for Computing Machinery (ACM)},
series = {ICPE '18},
timestamp = {2022-11-16T09:10:30.000+0100},
title = {A {SPEC RG} Cloud Group's Vision on the Performance Challenges of FaaS Cloud Architectures},
url = {https://doi.org/10.1145/3185768.3186308},
venue = {Berlin, Germany},
year = 2018
}