Overview of Time Series Storage and Processing in a Cloud Environment

Author

Wlodarczyk, T.W.

Author_Institution

Dept. of Electr. & Comput. Eng., Univ. of Stavanger, Stavanger, Norway

fYear

2012

fDate

3-6 Dec. 2012

Firstpage

625

Lastpage

628

Abstract

In this paper we provide a short overview of Time Series Storage and Processing in a Cloud Environment. We focus on four main developments: Chukwa, OpenTSDB, TempoDB and Squwk. We compare them in terms of storage infrastructure, data acquisition, GUI and support for advanced analysis. In this comparison OpenTSDB emerges as the most interesting option for projects requiring support for advanced analysis. At the same time, TempoDB offers all the necessary basic functionality and can be a better option for many project which lack full IT support. We also describe other works in the field that have not yet developed in full frameworks. Some of them can significantly contribute to the existing platforms.

Keywords

cloud computing; data acquisition; graphical user interfaces; storage management; time series; Chukwa; GUI; OpenTSDB; Squwk; TempoDB; cloud environment; data acquisition; storage infrastructure; time series processing; time series storage; Cloud computing; Computer architecture; Conferences; Data collection; Graphical user interfaces; Monitoring; Time series analysis; Hadoop; Historian; cloud computing; time series;

fLanguage

English

Publisher

ieee

Conference_Titel

Cloud Computing Technology and Science (CloudCom), 2012 IEEE 4th International Conference on

Conference_Location

Taipei

Print_ISBN

978-1-4673-4511-8

Electronic_ISBN

978-1-4673-4509-5

Type

conf

DOI

10.1109/CloudCom.2012.6427510

Filename

6427510