Proceedings of ISP RAS


Review of streaming processing field

R.S. Samarev (BMSTU, Moscow, Russia)

Abstract

This article is devoted to review of current state of streaming processing field including. This includes some historical aspects and mentioning of leaps of technologies development. Big part is attended to aspects of working of streaming processing frameworks at the point of view programmers which are using ones to create own streaming applications. These aspects includes framework selection issues which are criteria of selections, hidden aspects of functioning, existing benchmarks for big data and streaming frameworks review, and different benchmarking techniques description. Also, this article contains comprehensive list of references.

Keywords

big data, benchmark, apache storm, spark, flink, samza, apex, kafka

Edition

Proceedings of the Institute for System Programming, vol. 29, issue 1, 2017, pp. 231-260.

ISSN 2220-6426 (Online), ISSN 2079-8156 (Print).

DOI: 10.15514/ISPRAS-2017-29(1)-13

Full text of the paper in pdf (in Russian) Back to the contents of the volume