Understanding Open Source Serverless Platforms: Design Considerations and Performance

被引：37
|
作者：
Li, Junfeng [1 ,2 ]
Kulkarni, Sameer G. [2 ]
Ramakrishnan, K. K. [2 ]
Li, Dan [1 ]
机构：
[1] Tsinghua Univ, Beijing, Peoples R China
[2] Univ Calif Riverside, Riverside, CA 92521 USA
来源：
PROCEEDINGS OF THE 2019 FIFTH INTERNATIONAL WORKSHOP ON SERVERLESS COMPUTING (WOSC '19) | 2019年
关键词：
serverless; function-as-a-service; performance;
D O I：
10.1145/3366623.3368139
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
Serverless computing is increasingly popular because of the promise of lower cost and the convenience it provides to users who do not need to focus on server management. This has resulted in the availability of a number of proprietary and open-source serverless solutions. We seek to understand how the performance of serverless computing depends on a number of design issues using several popular open-source serverless platforms. We identify the idiosyncrasies affecting performance (throughput and latency) for different open-source serverless platforms. Further, we observe that just having either resource-based (CPU and memory) or workload-based (request per second (RPS) or concurrent requests) auto-scaling is inadequate to address the needs of the serverless platforms.
引用
收藏
页码：37 / 42
页数：6
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