A Comparison of NoSQL Time Series Databases

Kevin Rudolph (Autor)

Buch | Softcover

48 Seiten

2015 | 15001 A. 1. Auflage
GRIN Publishing (Verlag)
978-3-656-96576-3 (ISBN)

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Research Paper (undergraduate) from the year 2015 in the subject Engineering - Industrial Engineering and Management, grade: 1,0, Technical University of Berlin (Wirtschaftsinformatik - Information Systems Engineering (ISE)), course: Seminar: Hot Topics in Information Systems Engineering, language: English, abstract: During the last years NoSQL databases have been developed to ad-dress the needs of tremendous performance, reliability and horizontal scalability.NoSQL time series databases (TSDBs) have risen to combine valuable NoSQL properties with characteristics of time series data encountering many use-cases. Solutions offer the efficient handling of data volume and frequency related to time series.Developers and decision makers struggle with the choice of a TSDB among a large variety of solutions. Up to now no comparison exists focusing on the specific features and qualities of those heterogeneous applications.This paper aims to deliver two frameworks for the comparison of TSDBs, firstly with a focus on features and secondly on quality. Furthermore, we apply and evaluate the frameworks on up to seven open-source TSDBs such as InfluxDB and OpenTSDB.We come to the result that the investigated TSDBs differ mainly in support- and extension related points. They share performance-enhancing techniques, time-related query capabilities and data schemas optimized for the handling of time-series data.

Erscheint lt. Verlag	17.6.2015
Reihe/Serie	Aus der Reihe: e-fellows.net stipendiaten-wissen
Sprache	englisch
Maße	148 x 210 mm
Gewicht	83 g
Themenwelt	Wirtschaft
Schlagworte	Comparison Framework • Distributed system • InfluxDB • NoSQL • OpenTSDB • System Architecture • Time Series Database (TSDB)
ISBN-10	3-656-96576-5 / 3656965765
ISBN-13	978-3-656-96576-3 / 9783656965763
Zustand	Neuware