Monitoring Least Squares Models of Distributed Streams


Least squares regression is widely used to understand and predict data behavior in many fields. As data evolves, regression models must be recomputed, and indeed much work has focused on quick, efficient and accurate computation of linear regression models. In distributed streaming settings, however, periodically recomputing the global model is wasteful… (More)
DOI: 10.1145/2783258.2783349


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Citations per Year

Citation Velocity: 26

Averaging 26 citations per year over the last 2 years.

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