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In this article, a local multi-constraint modeling-Bayesian optimization (BO) with region partitioning is proposed, aiming to provide a general optimization solution for high-dimensional ...

Department of Chemical and Biomolecular Engineering, University of Connecticut, Storrs, Connecticut 06269, United States Center for Clean Energy Engineering, University of Connecticut, Storrs, ...

Experiments on a heterogeneous IoT testbed demonstrate that Gaussian process regression accurately predicts execution latencies, and the linear regression model provides reliable power consumption ...