000 03853nam a22005415i 4500
001 978-3-031-62906-8
003 DE-He213
005 20251030112627.0
007 cr nn 008mamaa
008 240713s2024 sz | s |||| 0|eng d
020 _a9783031629068
_9978-3-031-62906-8
024 7 _a10.1007/978-3-031-62906-8
_2doi
050 4 _aTK5105.5-5105.9
072 7 _aUKN
_2bicssc
072 7 _aCOM043000
_2bisacsh
072 7 _aUKN
_2thema
100 1 _aWang, Jie.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_980512
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 .
_960157
650 0 _aWireless communication systems.
_965781
650 0 _aMobile communication systems.
_965782
650 0 _aArtificial intelligence.
_958441
650 1 4 _aComputer Communication Networks.
_965689
650 2 4 _aWireless and Mobile Communication.
_965786
650 2 4 _aArtificial Intelligence.
_958441
700 1 _aWang, Wenye.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_980513
700 1 _aWang, Xiaogang.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_979263
710 2 _aSpringerLink (Online service)
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
999 _c61568
_d61568