Intelligent Resource Scheduling in End-Edge-Cloud Networks

Intelligent Resource Scheduling in End-Edge-Cloud Networks

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Erscheint vorauss. 10. Februar 2026
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This book investigates technologies that enable more powerful resources and improve resource utilization for end-edge-cloud networks. The authors cover tools such as federated learning (FL) and real-time inference in industrial IoT and they present a novel communication and computation integration architecture for end-edge-cloud networks. Under the considered end-edge-cloud network architecture, the authors then propose different resource scheduling schemes based on centralized and distributed deep reinforcement learning methods to improve overall resource utilization for guaranteeing the dive...