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020 _a9783031629068
_9978-3-031-62906-8
024 7 _a10.1007/978-3-031-62906-8
_2doi
050 4 _aTK5105.5-5105.9
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082 0 4 _a004.6
_223
100 1 _aWang, Jie.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9105549
245 1 0 _aEncountering Mobile Data Dynamics in Heterogeneous Wireless Networks
_h[electronic resource] /
_cby Jie Wang, Wenye Wang, Xiaogang Wang.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXIV, 175 p. 72 illus., 71 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aPreface -- Introduction -- Information Dynamics -- Coverage Dynamics -- Governing Rules -- Spectrum Dynamics -- Conclusion and Future Directions.
520 _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.
650 0 _aComputer networks .
_931572
650 0 _aWireless communication systems.
_93474
650 0 _aMobile communication systems.
_94051
650 0 _aArtificial intelligence.
_93407
650 1 4 _aComputer Communication Networks.
_9105551
650 2 4 _aWireless and Mobile Communication.
_9105553
650 2 4 _aArtificial Intelligence.
_93407
700 1 _aWang, Wenye.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9105554
700 1 _aWang, Xiaogang.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9105556
710 2 _aSpringerLink (Online service)
_9105558
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031629051
776 0 8 _iPrinted edition:
_z9783031629075
856 4 0 _uhttps://doi.org/10.1007/978-3-031-62906-8
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cEBK
999 _c88564
_d88564