The DEBS 2020 grand challenge

Vincenzo Gulisano; Daniel Jorde; Ruben Mayer; Hannaneh Najdataei; Dimitris Palyvos-Giannas

doi:10.1145/3401025.3402684

The DEBS 2020 grand challenge

Vincenzo Gulisano
, Daniel Jorde
, Ruben Mayer
, Hannaneh Najdataei
, Dimitris Palyvos-Giannas

Informatics 13 - Chair of Decentralized Information Systems and Data Management

Chalmers University of Technology
Technical University of Munich

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

9 Scopus citations

Abstract

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.

Original language	English
Title of host publication	DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems
Publisher	Association for Computing Machinery
Pages	183-186
Number of pages	4
ISBN (Electronic)	9781450380287
DOIs	https://doi.org/10.1145/3401025.3402684
State	Published - 13 Jul 2020
Event	14th ACM International Conference on Distributed and Event-Based Systems, DEBS 2020 - Montreal. Virtual, Canada Duration: 13 Jul 2020 → 17 Jul 2020

Publication series

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

Conference

Conference	14th ACM International Conference on Distributed and Event-Based Systems, DEBS 2020
Country/Territory	Canada
City	Montreal. Virtual
Period	13/07/20 → 17/07/20

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

NILM
data streaming
event processing

Access to Document

10.1145/3401025.3402684

Cite this

Gulisano, V., Jorde, D., Mayer, R., Najdataei, H., & Palyvos-Giannas, D. (2020). The DEBS 2020 grand challenge. In DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems (pp. 183-186). Article 3402684 (DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems). Association for Computing Machinery. https://doi.org/10.1145/3401025.3402684

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author = "Vincenzo Gulisano and Daniel Jorde and Ruben Mayer and Hannaneh Najdataei and Dimitris Palyvos-Giannas",

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doi = "10.1145/3401025.3402684",

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Gulisano, V, Jorde, D, Mayer, R, Najdataei, H & Palyvos-Giannas, D 2020, The DEBS 2020 grand challenge. in DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems., 3402684, DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems, Association for Computing Machinery, pp. 183-186, 14th ACM International Conference on Distributed and Event-Based Systems, DEBS 2020, Montreal. Virtual, Canada, 13/07/20. https://doi.org/10.1145/3401025.3402684

The DEBS 2020 grand challenge. / Gulisano, Vincenzo; Jorde, Daniel; Mayer, Ruben et al.
DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems. Association for Computing Machinery, 2020. p. 183-186 3402684 (DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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PY - 2020/7/13

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KW - NILM

KW - data streaming

KW - event processing

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ER -

Gulisano V, Jorde D, Mayer R, Najdataei H, Palyvos-Giannas D. The DEBS 2020 grand challenge. In DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems. Association for Computing Machinery. 2020. p. 183-186. 3402684. (DEBS 2020 - Proceedings of the 14th ACM International Conference on Distributed and Event-Based Systems). doi: 10.1145/3401025.3402684

The DEBS 2020 grand challenge

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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