期刊
IEEE INTERNET COMPUTING
卷 26, 期 4, 页码 53-58出版社
IEEE COMPUTER SOC
DOI: 10.1109/MIC.2022.3168810
关键词
Scientific computing; Computational modeling; Serverless computing; Computer architecture; Programming; Market research; Dynamic scheduling
资金
- EU H2020 [857533]
- International Research Agendas Programme of the Foundation for Polish Science through Sano Project
- European Regional Development Fund
This article provides insights into the current landscape of serverless computing for scientific applications. It discusses the advantages and challenges of serverless computing in scientific applications and proposes a science-oriented architecture for a serverless computing framework based on existing designs. The article also presents an outlook on current trends and future directions.
Serverless computing has become an important model in cloud computing and influenced the design of many applications. In this article, we provide our perspective on what the recent landscape of serverless computing for scientific applications looks like. We discuss the advantages and problems with serverless computing for scientific applications and, based on the analysis of existing solutions and approaches, we propose a science-oriented architecture for a serverless computing framework that is based on the existing designs. Finally, we provide an outlook of current trends and future directions.
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