A survey on quality-assurance approximate stream processing and applications

Open Webpage

Xiaohui Wei, Yuanyuan Liu, Xingwang Wang, Bingyi Sun, Shang Gao, Jon G. Rokne

Published: 01 Jan 2019, Last Modified: 06 Feb 2025Future Gener. Comput. Syst. 2019EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We categorize common approximate techniques for large-scale streaming applications.•We survey sketch- and sampling-based methods in approximate stream processing.•We focus on quality management pertaining to approximate stream processing.•We summarize current research themes of approximate stream processing.