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Ilya Sychev; Abdelrahman Abdelkader; Wojciech Kozak; Riccardo Bonetto; Frank H. P. Fitzek
Closed Loop Benchmark for Timeseries Databases Proceedings Article
In: 2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC) (CCNC 2020), Las Vegas, USA, 2020.
Abstract | BibTeX
@inproceedings{Sychev2019, title = {Closed Loop Benchmark for Timeseries Databases}, author = {Ilya {Sychev} and Abdelrahman {Abdelkader} and Wojciech {Kozak} and Riccardo {Bonetto} and Frank H. P. {Fitzek}}, year = {2020}, date = {2020-01-10}, booktitle = {2020 IEEE 17th Annual Consumer Communications \& Networking Conference (CCNC) (CCNC 2020)}, address = {Las Vegas, USA}, abstract = {The ever growing hunger for high quality, up to date, and efficient datasets to be used in data driven models and control systems led to the diffusion of a number of database management systems specifically tailored to support operations on timeseries: Timeseries Databases. Here, we focus on the systematic performance assessment of some of the most popular TSDBs available. To this end we developed a tool specifically designed for the task at hand: SimpleMetric. By means of Simple Metric, we measure the performance of the selected TSDBs in terms of the computational overhead introduced by a number of aggregation functions in a closed loop control scenario (i.e., monitoring and actuation).}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
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