04103nam a22005535i 4500 978-981-97-4752-8 DE-He213 20251030112906.0 cr nn 008mamaa 240822s2024 si | s |||| 0|eng d 9789819747528 978-981-97-4752-8 10.1007/978-981-97-4752-8 doi TK5105.5-5105.9 UKN bicssc COM043000 bisacsh UKN thema Zhou, Xiaobo. author. aut http://id.loc.gov/vocabulary/relators/aut 82730 Industrial Edge Computing [electronic resource] : Architecture, Optimization and Applications / by Xiaobo Zhou, Shuxin Ge, Jiancheng Chi, Tie Qiu. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XIII, 206 p. 114 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Chapter 1. Introduction to Industrial Edge Computing -- Chapter 2. Preliminaries -- Chapter 3. Computation Offloading in Industrial Edge Computing -- Chapter 4. Data Caching in Industrial Edge Computing -- Chapter 5. Service Migration in Industrial Edge Computing -- Chapter 6. Application-oriented Industrial Edge Computing -- Chapter 7. Future Research Directions. This book serves as a pivotal guide for professionals and researchers within the industrial computing domain, offering an extensive examination of edge computing in industrial environments. Tailored for individuals possessing a foundational understanding of industrial computing systems, it aims to augment their knowledge concerning the role and capabilities of edge computing in this dynamically evolving sector. In an era where real-time, reliable, and scalable computing solutions are of paramount importance, traditional cloud computing models grapple with challenges such as latency, bandwidth limitations, data sovereignty, and privacy concerns. This book positions edge computing as a crucial evolution in industrial data processing and analytics, specifically addressing these challenges. It introduces a distinctive three-layer industrial edge computing architecture that integrates device, edge, and application layers, explicitly designed to accommodate the intricacies of the Industrial Internet of Things (IIoT). Beyond elucidating the theoretical foundations of edge computing, the book delves into its practical applications, with a particular emphasize on edge-assisted model inference as a key scenario. It offers insightful case studies and discussions on the integration of edge computing with artificial intelligence (AI), illustrating how this collaboration is revolutionizing industrial systems. A comprehensive understanding of the material is facilitated by a background in computer science, industrial engineering, IoT, and cloud computing. Computer networks . 60157 Cloud Computing. 58386 Cooperating objects (Computer systems). 64303 Computer Communication Networks. 65689 Cloud Computing. 58386 Cyber-Physical Systems. 65638 Ge, Shuxin. author. aut http://id.loc.gov/vocabulary/relators/aut 82731 Chi, Jiancheng. author. aut http://id.loc.gov/vocabulary/relators/aut 82732 Qiu, Tie. author. aut http://id.loc.gov/vocabulary/relators/aut 72148 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819747511 Printed edition: 9789819747535 Printed edition: 9789819747542 https://doi.org/10.1007/978-981-97-4752-8 ZDB-2-SCS ZDB-2-SXCS 62653 62653