Titlebook: Edge Intelligence; From Theory to Pract Javid Taheri,Schahram Dustdar,Shuiguang Deng Textbook 2023 The Editor(s) (if applicable) and The Au

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Containerized Edge Computing Platforms, orchestration helps in managing container networking and storage functions. We will discuss the Kubernetes orchestration platform, which is currently the most widely used container orchestrator, and provide a high-level overview of the Kubernetes API for various programming languages.

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ecially deep reinforcement learning methods, help in solving the job scheduling problems in the running mode of services. Finally, we study the sample-and-learning framework for the load balancing problems in the operation mode of services.

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AI/ML on Edge,s, followed by demonstrating a typical case example on federated learning. For model inference on the edge, we will provide various lightweight/simplified networks suitable for resource constraints and introduce inference learning models suitable for edge devices.