Algorithmic Mechanism Design for Internet of Things Services Market

Beschreibung

This book establishes game-theoretical frameworks based on the mechanism design theory and proposes strategy-proof algorithms, to optimally allocate and price the related IoT services, so that the social welfare of IoT ecosystem or the service provider’s revenue can be maximized and the IoT service provision can be sustainable. This book is written by experts based on the recent research results on the interaction between the service providers and users in the IoT system. Since the IoT networks are essentially supported by data, communication, and computing resources, the book focuses on three representative IoT services, including the data analytics services, the cloud/fog computing services for blockchain networks, and the wireless powered data crowdsourcing services. Researchers, scientists, and engineers in the field of resource allocation and service management for future IoT ecosystem can benefit from the book. As such, this book provides valuable insights and practical methods,especially the novel deep learning-based mechanism that can be considered in the emerging IoT technology.
This book establishes game-theoretical frameworks based on the mechanism design theory and proposes strategy-proof algorithms, to optimally allocate and price the related IoT services, so that the social welfare of IoT ecosystem or the service provider’s revenue can be maximized and the IoT service provision can be sustainable. This book is written by experts based on the recent research results on the interaction between the service providers and users in the IoT system. Since the IoT networks are essentially supported by data, communication, and computing resources, the book focuses on three representative IoT services, including the data analytics services, the cloud/fog computing services for blockchain networks, and the wireless powered data crowdsourcing services. Researchers, scientists, and engineers in the field of resource allocation and service management for future IoT ecosystem can benefit from the book. As such, this book provides valuable insights and practical methods,especially the novel deep learning-based mechanism that can be considered in the emerging IoT technology.
Proposes novel and effective models to capture the interactions in Internet of Things services market Provides meaningful insights helping service providers develop rational and incentive compatible trading mechanisms Offers the in-depth mechanism design method, including the deep learning-based approach, for services networks

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Yutao Jiao

Themen in »Algorithmic Mechanism Design for Internet of Things Services Market«

Wireless and Mobile Communication Communications Engineering Networks Mechanism design Internet of things Deep learning Game Theory

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