000 02877cam a2200457Ii 4500
001 ocn953411916
003 OCoLC
005 20190328114815.0
006 m o d
007 cr cnu---unuuu
008 160711s2016 maua ob 001 0 eng d
040 _aOPELS
_beng
_erda
_epn
_cOPELS
_dUIU
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019 _a951712429
_a951977580
_a953602489
_a956735857
_a957324594
020 _a9780128093467
020 _a0128093463
020 _z9780128053942
_q(print)
020 _z0128053941
_q(print)
035 _a(OCoLC)953411916
_z(OCoLC)951712429
_z(OCoLC)951977580
_z(OCoLC)953602489
_z(OCoLC)956735857
_z(OCoLC)957324594
050 4 _aQA76.9.B45
072 7 _aCOM
_x018000
_2bisacsh
082 0 4 _a005.7
_223
245 0 0 _aBig data : principles and paradigms /
_h[electronic resource]
_cedited by Rajkumar Buyya, Rodrigo N. Calheiros, Amir Vahid Dastjerdi.
264 1 _aCambridge, MA :
_bMorgan Kaufmann is an imprint of Elsevier,
_c2016.
300 _a1 online resource (xxv, 468 pages) :
_billustrations (some color)
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
520 _aBig Data: Principles and Paradigms captures the state-of-the-art research on the architectural aspects, technologies, and applications of Big Data. The book identifies potential future directions and technologies that facilitate insight into numerous scientific, business, and consumer applications. To help realize Big Data's full potential, the book addresses numerous challenges, offering the conceptual and technological solutions for tackling them. These challenges include life-cycle data management, large-scale storage, flexible processing infrastructure, data modeling, scalable machine learning, data analysis algorithms, sampling techniques, and privacy and ethical issues.
588 0 _aOnline resource; title from PDF title page (ScienceDirect, viewed July 11, 2016).
504 _aIncludes bibliographical references and index.
505 0 _aPart I. Big data science -- part II. Big data infrastructures and platforms -- part III. Big data security and privacy -- part IV. Big data applications.
650 0 _aBig data.
650 7 _aCOMPUTERS
_xData Processing.
_2bisacsh
650 7 _aBig data.
_2fast
_0(OCoLC)fst01892965
655 4 _aElectronic books.
700 1 _aBuyya, Rajkumar,
_d1970-
_eeditor.
700 1 _aCalheiros, Rodrigo N.,
_eeditor.
700 1 _aVahid Dastjerdi, Amir,
_eeditor.
776 0 8 _iPrint version:
_tBig data.
_dCambridge, MA : Morgan Kaufmann is an imprint of Elsevier, [2016]
_z0128053941
_z9780128053942
_w(OCoLC)946605551
856 4 0 _3ScienceDirect
_uhttp://www.sciencedirect.com/science/book/9780128053942
999 _c247372
_d247372