TY  - BOOK
AU  - Kevin Rudolph
PY  - 2015
CY  - München, Germany
PB  - GRIN Verlag
SN  - 9783656965756
TI  - A Comparison of NoSQL Time Series Databases
UR  - https://www.hausarbeiten.de/document/299975
N2  - 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.  
KW  - NoSQL, Time Series Database (TSDB), Comparison Framework, OpenTSDB, InfluxDB, System Architecture, Distributed System
LA  - English
ER  -