The DEBS 2020 grand challenge
Paper in proceedings, 2020

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.

data streaming

NILM

event processing

Author

Vincenzo Massimiliano Gulisano

Chalmers, Computer Science and Engineering (Chalmers), Networks and Systems (Chalmers)

Daniel Jorde

Technical University of Munich

Ruben Mayer

Technical University of Munich

Hannaneh Najdataei

Chalmers, Computer Science and Engineering (Chalmers), Networks and Systems (Chalmers)

Dimitrios Palyvos-Giannas

Chalmers, Computer Science and Engineering (Chalmers), Networks and Systems (Chalmers)

DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems

183-186 3402684

14th ACM International Conference on Distributed and Event-Based Systems, DEBS 2020
Montreal. Virtual, Canada,

Subject Categories

Embedded Systems

Computer Science

Computer Systems

DOI

10.1145/3401025.3402684

More information

Latest update

9/4/2020 2