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This book proposes probabilistic machine learning models that represent the hardware properties of the device hosting them. The proposed models can encode the properties of various device sub-systems that are typically not considered by other resource-aware strategies, bringing about resource-saving opportunities that traditional approaches fail to uncover.
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