at Google ScholarTitle data
Gulisano, Vincenzo ; Jorde, Daniel ; Mayer, Ruben ; Najdataei, Hannaneh ; Palyvos-Giannas, Dimitris:
The DEBS 2020 grand challenge.
In:
Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems. -
New York
: Association for Computing Machinery
,
2020
. - pp. 183-186
ISBN 978-1-4503-8028-7
DOI: https://doi.org/10.1145/3401025.3402684
Abstract in another language
The ACM DEBS 2020 Grand Challenge is the tenth in a series of challenges which seek to provide a common ground and evaluation criteria for a competition aimed at both research and industrial event-based systems. The focus of the ACM DEBS 2020 Grand Challenge is on Non-Intrusive Load Monitoring (NILM). The goal of the challenge is to detect when appliances contributing to an aggregated stream of voltage and current readings from a smart meter are switched on or off. NILM is leveraged in many contexts, ranging from monitoring of energy consumption to home automation. This paper describes the specifics of the data streams provided in the challenge, as well as the benchmarking platform that supports the testing of the solutions submitted by the participants.
Further data
| Item Type: | Article in a book |
|---|---|
| Refereed: | Yes |
| Institutions of the University: | Faculties Faculties > Faculty of Mathematics, Physics und Computer Science Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Computer Science > Chair Data Systems Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Computer Science > Chair Data Systems > Chair Data Systems - Univ.-Prof. Dr. Ruben Mayer Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Computer Science |
| Result of work at the UBT: | No |
| DDC Subjects: | 000 Computer Science, information, general works > 004 Computer science |
| Date Deposited: | 25 Apr 2023 10:58 |
| Last Modified: | 05 Feb 2024 07:36 |
| URI: | https://eref.uni-bayreuth.de/id/eprint/76038 |