Algorithmic Mechanism Design for Internet of Things Services Market: Design Incentive Mechanisms to Facilitate the Efficiency and Sustainability of IoT Ecosystem

This book provides game-theoretical frameworks and strategy-proof algorithms to optimize IoT service allocation and pricing,maximizing social welfare and sustainable service provision. It focuses on three representative IoT services and offers valuable insights and practical methods for researchers and engineers in the field.

Format: Paperback / softback
Length: 110 pages
Publication date: 28 November 2022
Publisher: Springer Verlag, Singapore

This comprehensive book delves into the realm of game-theoretical frameworks, drawing upon the principles of mechanism design theory to establish robust strategies for optimally allocating and pricing related IoT services. Its primary objective is to maximize the social welfare of the IoT ecosystem or the revenue of service providers, ensuring the sustainability of IoT service provision. Authored by esteemed experts, this book is a result of recent research on the intricate interactions between service providers and users within the IoT system. Given the fundamental reliance of IoT networks on data, communication, and computing resources, the book specifically focuses on three representative IoT services: data analytics services, cloud/fog computing services for blockchain networks, and wireless powered data crowdsourcing services. These services are chosen as they represent key areas of growth and innovation in the IoT landscape. Researchers, scientists, and engineers involved in resource allocation and service management for future IoT ecosystems will find immense value in this book. It offers valuable insights and practical methods, particularly the novel deep learning-based mechanism, which can be considered a game-changer in the emerging IoT technology. By exploring the interplay between mechanism design, game theory, and IoT services, this book provides a comprehensive roadmap for building resilient and efficient IoT systems.

Weight: 203g
Dimension: 235 x 155 (mm)
ISBN-13: 9789811673559
Edition number: 1st ed. 2022