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Big Data over Networks
by Shuguang Cui, Alfred O. Hero, III, Zhi-Quan Luo, Josรฉ M. F. Moura
Technology & Engineering / Signals & Signal Processing
Technology & Engineering / Electronics / General
Technology & Engineering / Telecommunications
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Publisher: Cambridge University Press Year: 2016 Pages: 459 Language: EN
About this book
Utilising both key mathematical tools and state-of-the-art research results, this text explores the principles underpinning large-scale information processing over networks and examines the crucial interaction between big data and its associated communication, social and biological networks. Written by experts in the diverse fields of machine learning, optimisation, statistics, signal processing, networking, communications, sociology and biology, this book employs two complementary approaches: first analysing how the underlying network constrains the upper-layer of collaborative big data proce...
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