TY - GEN
T1 - The DEBS 2020 grand challenge
AU - Gulisano, Vincenzo
AU - Jorde, Daniel
AU - Mayer, Ruben
AU - Najdataei, Hannaneh
AU - Palyvos-Giannas, Dimitris
N1 - Publisher Copyright:
© 2020 ACM.
PY - 2020/7/13
Y1 - 2020/7/13
N2 - 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.
AB - 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.
KW - NILM
KW - data streaming
KW - event processing
UR - http://www.scopus.com/inward/record.url?scp=85089271801&partnerID=8YFLogxK
U2 - 10.1145/3401025.3402684
DO - 10.1145/3401025.3402684
M3 - Conference contribution
AN - SCOPUS:85089271801
T3 - DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems
SP - 183
EP - 186
BT - DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems
PB - Association for Computing Machinery
T2 - 14th ACM International Conference on Distributed and Event-Based Systems, DEBS 2020
Y2 - 13 July 2020 through 17 July 2020
ER -
