03853nam a22005415i 4500 978-3-031-62906-8 DE-He213 20251030112627.0 cr nn 008mamaa 240713s2024 sz | s |||| 0|eng d 9783031629068 978-3-031-62906-8 10.1007/978-3-031-62906-8 doi TK5105.5-5105.9 UKN bicssc COM043000 bisacsh UKN thema Wang, Jie. author. aut http://id.loc.gov/vocabulary/relators/aut 80512 Encountering Mobile Data Dynamics in Heterogeneous Wireless Networks [electronic resource] / by Jie Wang, Wenye Wang, Xiaogang Wang. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XIV, 175 p. 72 illus., 71 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Preface -- Introduction -- Information Dynamics -- Coverage Dynamics -- Governing Rules -- Spectrum Dynamics -- Conclusion and Future Directions. This book offers a systematic view of data services in heterogeneous wireless networks, from the perspectives of cause, governing rules, and impact of data’s mobility on such networks. Specifically, it covers application requirements break-down, network modeling, performance analysis and evaluation by examining mobile data dynamics that are particularly important to data service provisioning. Additionally, application prospects such as information dissemination, fog computing, Internet-of-Things and dynamic spectrum access are discussed on the basis of these dynamics. Theoretic analysis, example illustrations, and algorithms are also presented to provide a concise coverage of this important area of networking. Mobile data dynamics refers to the stochastic processes of information, geographical coverage and spectrum, which accompanies the movements of data across wireless networks. Owing to the challenge raised by a high level of network heterogeneity, and the innate requirement on scalability, knowledge on the evolution of mobile data dynamics is essential to the design and deployment of emerging data services and applications, such as Internet-of-Things, data/task offloading and edge-based machine learning/inference. This book is designed for researchers and advanced-level students in the field of wireless networking and edge computing, who seek to understand the models and evolutions of mobile data dynamics for future edge applications. Practitioners, who specialize in the design, operation and maintenance of edge computing systems will also want to purchase this book as a reference. Computer networks . 60157 Wireless communication systems. 65781 Mobile communication systems. 65782 Artificial intelligence. 58441 Computer Communication Networks. 65689 Wireless and Mobile Communication. 65786 Artificial Intelligence. 58441 Wang, Wenye. author. aut http://id.loc.gov/vocabulary/relators/aut 80513 Wang, Xiaogang. author. aut http://id.loc.gov/vocabulary/relators/aut 79263 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031629051 Printed edition: 9783031629075 https://doi.org/10.1007/978-3-031-62906-8 ZDB-2-SCS ZDB-2-SXCS 61568 61568