| 000 | 02343nam a2200361 i 4500 | ||
|---|---|---|---|
| 001 | CR9781316162750 | ||
| 003 | UkCbUP | ||
| 005 | 20240730160749.0 | ||
| 006 | m|||||o||d|||||||| | ||
| 007 | cr|||||||||||| | ||
| 008 | 140815s2016||||enk o ||1 0|eng|d | ||
| 020 | _a9781316162750 (ebook) | ||
| 020 | _z9781107099005 (hardback) | ||
| 040 |
_aUkCbUP _beng _erda _cUkCbUP |
||
| 050 | 4 |
_aQA76.9.D32 _bB54 2016 |
|
| 082 | 0 | 4 |
_a005.7 _223 |
| 245 | 0 | 0 |
_aBig data over networks / _cedited by Shuguang Cui [and three others]. |
| 264 | 1 |
_aCambridge : _bCambridge University Press, _c2016. |
|
| 300 |
_a1 online resource (xx, 438 pages) : _bdigital, PDF file(s). |
||
| 336 |
_atext _btxt _2rdacontent |
||
| 337 |
_acomputer _bc _2rdamedia |
||
| 338 |
_aonline resource _bcr _2rdacarrier |
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| 500 | _aTitle from publisher's bibliographic system (viewed on 01 Jan 2016). | ||
| 520 | _aUtilising 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 |
_aBig data. _94174 |
|
| 650 | 0 |
_aBig data _xMathematics. _971394 |
|
| 650 | 0 |
_aComputer networks. _93740 |
|
| 650 | 0 |
_aComputer networks _xMathematics. _974538 |
|
| 700 | 1 |
_aCui, Shuguang, _eeditor. _974539 |
|
| 776 | 0 | 8 |
_iPrint version: _z9781107099005 |
| 856 | 4 | 0 | _uhttps://doi.org/10.1017/CBO9781316162750 |
| 942 | _cEBK | ||
| 999 |
_c84155 _d84155 |
||