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Solving the 2021 DEBS grand challenge using Apache Flink

Published:28 June 2021Publication History

ABSTRACT

The DEBS Grand Challenge is an annual event in which different event-based systems compete to solve a real-world problem. For the year 2021, the challenge is computing information given air quality sensor data. Due to the pandemic many factories are forced to close down, and the aim is to find out the cities that have improved the most in air quality and cities that have achieved the longest sequence of good AQI values. This paper aims to solve the above challenges using Apache Flink, an open-source, unified stream-processing and batch-processing framework developed by the Apache Software Foundation.

References

  1. 2021. Source code on Github. https://github.com/842Mono/DEBS-2021-Group-15Google ScholarGoogle Scholar
  2. Paris Carbone, Stephan Ewen, Gyula Fóra, Seif Haridi, Stefan Richter, and Kostas Tzoumas. 2017. State management in Apache Flink®: consistent stateful distributed stream processing. Proceedings of the VLDB Endowment 10, 12 (2017), 1718--1729.Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. Paris Carbone, Asterios Katsifodimos, Stephan Ewen, Volker Markl, Seif Haridi, and Kostas Tzoumas. 2015. Apache flink: Stream and batch processing in a single engine. Bulletin of the IEEE Computer Society Technical Committee on Data Engineering 36, 4 (2015).Google ScholarGoogle Scholar
  4. Christoph Doblander, Sebastian Frischbier, Ruben Mayer, and Jawad Tahir. 2021. The DEBS 2021 Grand Challenge. In Proceedings of the 15th ACM International Conference on Distributed and Event-Based Systems (DEBS '21). Association for Computing Machinery, New York, NY, USA.Google ScholarGoogle Scholar
  5. F. Hueske and V. Kalavri. 2019. Stream Processing with Apache Flink: Fundamentals, Implementation, and Operation of Streaming Applications. O'Reilly Media, Incorporated. https://books.google.com/books?id=64GHAQAACAAJGoogle ScholarGoogle ScholarCross RefCross Ref
  6. Tilmann Rabl, Jonas Traub, Asterios Katsifodimos, and Volker Markl. 2016. Apache Flink in current research. it - Information Technology 58, 4 (2016), 157--165. https://doi.org/ Google ScholarGoogle ScholarCross RefCross Ref
  7. Open Data Stuttgart. 2021. https://sensor.community/en/Google ScholarGoogle Scholar
  8. Tarek Zaarour, Niki Pavlopoulou, Souleiman Hasan, Umair ul Hassan, and Edward Curry. 2017. Automatic Anomaly Detection over Sliding Windows: Grand Challenge. In Proceedings of the 11th ACM International Conference on Distributed and Event-Based Systems (Barcelona, Spain) (DEBS '17). Association for Computing Machinery, New York, NY, USA, 310--314. Google ScholarGoogle ScholarDigital LibraryDigital Library

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    • Published in

      cover image ACM Conferences
      DEBS '21: Proceedings of the 15th ACM International Conference on Distributed and Event-based Systems
      June 2021
      207 pages
      ISBN:9781450385558
      DOI:10.1145/3465480

      Copyright © 2021 ACM

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      • Published: 28 June 2021

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      Acceptance Rates

      DEBS '21 Paper Acceptance Rate7of26submissions,27%Overall Acceptance Rate130of553submissions,24%

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