Fine-grained Conflict Detection of IoT Services

23 Jul 2020  ·  Chaki Dipankar, Bouguettaya Athman ·

We propose a novel framework to detect conflicts among IoT services in a multi-resident smart home. A fine-grained conflict model is proposed considering the functional and non-functional properties of IoT services... The proposed conflict model is designed using the concept of entropy and information gain from information theory. We use a novel algorithm based on temporal proximity to detect conflicts. Experimental results on real-world datasets show the efficiency of the proposed approach. read more

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Computers and Society Distributed, Parallel, and Cluster Computing


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