Research on Load Query of Grid Data Stream Based on Storm

DOI

10.2991/ameii-15.2015.357How to use a DOI?

Keywords

Data Flow; Storm; Continuous query; Histogram.

Abstract

In recent years, with the development of data flow applications ,various fields required to respond data flow quickly and real-time. Using Storm frame to process data flow, the time of calculation can be shortened significantly. In this paper, Storm platform will be used for continuous queries of data flow. Firstly, this paper has a brief introduction for Storm framework and running process, then, it describes the model of continuous query, and then it introduces two generation algorithm of histogram, last, it experiments for continuous query on Storm cluster. The experimental results obtained are analysed to verify the validity of the data flow continuous query using Storm platform.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

TY  - CONF
AU  - Xudong Li
AU  - Hao Li
AU  - Airong Zhang
AU  - Dongdong Wang
PY  - 2015/04
DA  - 2015/04
TI  - Research on Load Query of Grid Data Stream Based on Storm
BT  - Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
PB  - Atlantis Press
SP  - 1924
EP  - 1929
SN  - 2352-5401
UR  - https://doi.org/10.2991/ameii-15.2015.357
DO  - 10.2991/ameii-15.2015.357
ID  - Li2015/04
ER  -