Big data over networks (Record no. 206337)

000 -LEADER
fixed length control field 02167aam a2200253 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 170510b2016 xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781107099005
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.7
Item number B4
245 ## - TITLE STATEMENT
Title Big data over networks
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc Cambridge university press
Date of publication, distribution, etc 2016
Place of publication, distribution, etc UK
300 ## - PHYSICAL DESCRIPTION
Extent xx, 438 p.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Table of Contents:


Part I: Mathematical foundations
Part II: Big data over cyber networks
Part III: Big data over social networks
Part IV: Big data over biological networks


520 ## - SUMMARY, ETC.
Summary, etc 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 processing, and second, examining how big data processing may boost performance in various networks. Unifying the broad scope of the book is the rigorous mathematical treatment of the subjects, which is enriched by in-depth discussion of future directions and numerous open-ended problems that conclude each chapter. Readers will be able to master the fundamental principles for dealing with big data over large systems, making it essential reading for graduate students, scientific researchers and industry practitioners alike.


http://www.cambridge.org/catalogue/catalogue.asp?isbn=9781107099005


650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Big data
9 (RLIN) 343602
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer networks
9 (RLIN) 343603
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer networks - Mathematics
9 (RLIN) 343604
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element System analysis - Data processing
9 (RLIN) 343605
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Wireless communication systems
9 (RLIN) 343606
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Cui, shuguang
Relator term Editor
9 (RLIN) 343607
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Luo, Zhi-Quan
Relator term Editor
9 (RLIN) 343608
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Hero, Alfred O
Relator term Editor
9 (RLIN) 343609
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Moura, Jose M.F.
Relator term Editor
9 (RLIN) 343610
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent location Current location Shelving location Date acquired Source of acquisition Cost, normal purchase price Item location Full call number Barcode Date last seen Cost, replacement price Koha item type
          Non-fiction Vikram Sarabhai Library Vikram Sarabhai Library   2017-05-03 12 4388.12 Slot 83 (0 Floor, West Wing) 005.7 B4 194399 2017-05-03 5485.16 Books

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