Interval-based Queries over Lossy IoT Event Streams

  • Nimrod Busany, Han Van Der Aa, Arik Senderovich, Avigdor Gal, Matthias Weidlich
  • ACM/IMS Transactions on Data Science, November 2020, ACM (Association for Computing Machinery)
  • DOI: 10.1145/3385191

Answer queries over Internet-of-Things sensor data, overcoming issues of missing data

What is it about?

With the widespread use of sensor data, there is a need to answer queries despite missing data. In particular, we tackle the problem of event co-occurrences when timestamps may be missing.

Why is it important?

We offer a new way to look at event processing with missing data by providing a probabilistic response to queries.

Perspectives

The Benjamin and Florence Free Chaired Professor Avigdor Gal
Technion Israel Institute of Technology

I believe this paper will make an impact on the way we treat Internet of Things and the value they bring with them.

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http://dx.doi.org/10.1145/3385191

The following have contributed to this page: The Benjamin and Florence Free Chaired Professor Avigdor Gal

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