Big data over networks / (Record no. 926744)

001 - CONTROL NUMBER
control field ocn936630911
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 150814s2016 enka b 001 0 eng d
040 ## - CATALOGING SOURCE
Original cataloging agency NLE
Language of cataloging eng
Description conventions rda
Transcribing agency NLE
Modifying agency OCLCO
-- YDXCP
-- OCLCQ
-- CDX
-- EQO
-- TXI
-- SZR
-- TEX
015 ## - NATIONAL BIBLIOGRAPHY NUMBER
National bibliography number GBB5C4515
Source bnb
019 ## -
-- 920852737
-- 934408523
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781107099005
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1107099005
029 1# - (OCLC)
OCLC library identifier AU@
System control number 000057000698
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)936630911
Canceled/invalid control number (OCoLC)920852737
-- (OCoLC)934408523
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA76.9.D32
Item number B525 2016
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.7
Edition number 23
049 ## - LOCAL HOLDINGS (OCLC)
Holding library TEXA
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (OCLC)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) QA76.9.D32
Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) B525 2016
245 00 - TITLE STATEMENT
Title Big data over networks /
Statement of responsibility, etc edited by Shuguang Cui, Alfred O. Hero III, Zhi-Quan Luo, José M. F. Moura.
264 #1 -
-- Cambridge :
-- Cambridge University Press,
-- 2016.
300 ## - PHYSICAL DESCRIPTION
Extent xx, 438 pages :
Other physical details illustrations (black and white) ;
Dimensions 26 cm.
336 ## - Content
Term text
Code txt
Content rdacontent
336 ## - Content
Term still image
Code sti
Content rdacontent
337 ## - Media
Term unmediated
Code n
Media rdamedia
338 ## - Carrier
Term volume
Code nc
Carrier rdacarrier
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Part I: Mathematical foundations -- Tensor models: solution methods and applications / Shiqian Ma, Bo Jiang, Xiuzhen Huang, and Shuzhong Zhang -- Sparsity-aware distributed learning / Symeon Chouvardas, Yannis Kopsinis, and Sergios Theodoridis -- Optimization algorithms for big data with application in wireless networks / Mingyi Hong, Wei-Cheng Liao, Ruoyu Sun, and Zhi-Quan Luo -- A unified distributed algorithm for non-cooperative games / Jong-Shi Pang and Meisam Razaviyayn -- Part II: Big data over cyber networks -- Big data analytics systems / Ganesh Ananthanarayanan and Ishai Menache -- Distributed big data storage in optical wireless networks / Chen Gong, Zhengyuan Xu, and Xiaodong Wang -- Big data aware wireless communication: challenges and opportunities / Suzhi Bi, Rui Zhang, Zhi Ding, and Shuguang Cui -- Big data processing for smart grid security / Lanchao Liu, Zhu Han, H. Vincent Poor, and Shuguang Cui -- Part III: Big data over social networks -- Big data: a new perspective on cities / Riccardo Gallotti, Thomas Louail, Remi Louf, and Marc Barthelemy -- High-dimensional network analytics: mapping topic networks in Twitter data during the Arab Spring / Kathleen M. Carley, Wei Wei, and Kenneth Joseph -- Social influence analysis in the big data era: a review / Jianping Cao, Dongliang Duan, Liuqing Yang, Qingpeng Zhang, Senzhang Wang, and Feiyue Wang -- Part IV: Big data over biological networks -- Inference of gene regulatory networks: validation and uncertainty / Xiaoning Qian, Byung-Jun Yoon, and Edward R. Dougherty -- Inference of gene networks associated with the host response to infectious disease / Zhe Gan, Xin Yuan, Ricardo Henao, Ephraim L. Tsalik, and Lawrence Carin -- Gene-set-based inference of biological network topologies from big molecular profiling data / Lipi Acharya and Dongxiao Zhu -- Large-scale correlation mining for biomolecular network discovery / Alfred Hero and Bala Rajaratnam.
520 ## - SUMMARY, ETC.
Summary, etc Utilizing 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.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Big data.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Big data
General subdivision Mathematics.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer networks.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer networks
General subdivision Mathematics.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Cui, Shuguang,
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Hero, Alfred O.
Fuller form of name (Alfred Olivier),
Dates associated with a name 1955-
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Luo, Zhi-Quan,
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Moura, José M. F.,
Dates associated with a name 1946-
Relator term editor.
938 ## -
-- YBP Library Services
-- YANK
-- 12429500
938 ## -
-- Coutts Information Services
-- COUT
-- 31606824
994 ## -
-- C0
-- TEX
Holdings
Withdrawn status Lost item Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Shelving location Date acquired Total Checkouts Total Renewals Full call number Barcode Date last seen Date checked out Price effective from Koha item type
          University of Texas At Tyler University of Texas At Tyler Stacks - 3rd Floor 2016-07-28 1 1 QA76.9.D32 B525 2016 0000002099992 2019-09-15 2019-01-26 2016-07-28 Book