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Titlebook: Edge Intelligence in the Making; Optimization, Deep L Sen Lin,Zhi Zhou,Junshan Zhang Book 2021 Springer Nature Switzerland AG 2021

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China im Blickpunkt des 21. JahrhundertsIn this chapter, we present an execution paradigm of hybrid parallelism to accelerate the DNN model training process under the hierarchical mobile-edge-cloud architecture.
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Hierarchical Mobile-Edge-Cloud Model Training with Hybrid Parallelism,In this chapter, we present an execution paradigm of hybrid parallelism to accelerate the DNN model training process under the hierarchical mobile-edge-cloud architecture.
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On-Demand Accelerating Deep Neural Network Inference via Edge Computing,In this chapter, we study how to accelerate DNN inference under device-edge synergy, by jointly applying the two knobs of DNN model partitioning and right-sizing.
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978-3-031-01252-5Springer Nature Switzerland AG 2021
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