03487nam a22004575i 4500001001800000003000900018005001700027007001500044008004100059020001800100024003500118050002000153072001600173072002300189072001500212100007200227245013900299250001800438264006900456300006500525336002600590337002600616338003600642347002400678505015000702520161900852650002502471650003602496650003402532650002902566650003702595650003902632650002902671700007402700700007702774710003402851773002602885776003602911776003602947856004602983978-3-031-62906-8DE-He21320251030112627.0cr nn 008mamaa240713s2024    sz |    s    |||| 0|eng d  a97830316290687 a10.1007/978-3-031-62906-82doi 4aTK5105.5-5105.9 7aUKN2bicssc 7aCOM0430002bisacsh 7aUKN2thema1 aWang, Jie.eauthor.4aut4http://id.loc.gov/vocabulary/relators/aut10aEncountering Mobile Data Dynamics in Heterogeneous Wireless Networksh[electronic resource] /cby Jie Wang, Wenye Wang, Xiaogang Wang.  a1st ed. 2024. 1aCham :bSpringer Nature Switzerland :bImprint: Springer,c2024.  aXIV, 175 p. 72 illus., 71 illus. in color.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda0 aPreface -- Introduction -- Information Dynamics -- Coverage Dynamics -- Governing Rules -- Spectrum Dynamics -- Conclusion and Future Directions.  aThis 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. 0aComputer networks . 0aWireless communication systems. 0aMobile communication systems. 0aArtificial intelligence.14aComputer Communication Networks.24aWireless and Mobile Communication.24aArtificial Intelligence.1 aWang, Wenye.eauthor.4aut4http://id.loc.gov/vocabulary/relators/aut1 aWang, Xiaogang.eauthor.4aut4http://id.loc.gov/vocabulary/relators/aut2 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978303162905108iPrinted edition:z978303162907540uhttps://doi.org/10.1007/978-3-031-62906-8