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.
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Produktdetaljer
ISBN
9783031629068
Publisert
2024
Utgiver
Vendor
Springer
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter