Name
Abstract | ||
|---|---|---|
The ever-growing hunger for high quality, up to date, and efficient datasets to be used in data-driven models and control systems lead to the diffusion of a number of database management systems specifically tailored to support operations on timeseries: Timeseries Databases. 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 SimpleMetric, 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). |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1109/CCNC46108.2020.9045409 | 2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC) |
Keywords | DocType | ISSN |
systematic performance assessment,database management systems,control systems,data-driven models,efficient datasets,time series databases,loop benchmark,closed loop control scenario,selected TSDBs,SimpleMetric | Conference | 2331-9852 |
ISBN | Citations | PageRank |
978-1-7281-3894-7 | 0 | 0.34 |
References | Authors | |
1 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Ilya Sychev | 1 | 0 | 0.68 |
| Abdelrahman Abdelkader | 2 | 0 | 0.68 |
| Wojciech Kozak | 3 | 0 | 0.34 |
| Riccardo Bonetto | 4 | 0 | 0.68 |
| Frank H. P. Fitzek | 5 | 706 | 123.89 |