Analyzing Invariants in Cyber-Physical Systems using Latent Factor Regression

Abstract

The analysis of large scale data logged from complex cyber-physical systems, such as microgrids, often entails the discovery of invariants capturing functional as well as operational relationships underlying such large systems. We describe a latent factor approach to infer invariants underlying system variables and how we can leverage these relationships to… (More)
DOI: 10.1145/2783258.2788605

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05010015020162017
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Cite this paper

@inproceedings{Momtazpour2015AnalyzingII, title={Analyzing Invariants in Cyber-Physical Systems using Latent Factor Regression}, author={Marjan Momtazpour and Jinghe Zhang and Saifur Rahman and Ratnesh K. Sharma and Naren Ramakrishnan}, booktitle={KDD}, year={2015} }