02877cam a2200457Ii 4500 ocn953411916 OCoLC 20190328114815.0 m o d cr cnu---unuuu 160711s2016 maua ob 001 0 eng d OPELS eng rda pn OPELS UIU OCLCF IDEBK N$T COO YDXCP EBLCP TEFOD GGVRL NAM DEBSZ IDB Z5A MERUC OCLCQ MERER OCLCQ U3W UUM WRM D6H OCLCQ WYU NLE NRC RRP TKN 951712429 951977580 953602489 956735857 957324594 9780128093467 0128093463 9780128053942 (print) 0128053941 (print) (OCoLC)953411916 (OCoLC)951712429 (OCoLC)951977580 (OCoLC)953602489 (OCoLC)956735857 (OCoLC)957324594 QA76.9.B45 COM 018000 bisacsh 005.7 23 Big data : principles and paradigms / [electronic resource] edited by Rajkumar Buyya, Rodrigo N. Calheiros, Amir Vahid Dastjerdi. Cambridge, MA : Morgan Kaufmann is an imprint of Elsevier, 2016. 1 online resource (xxv, 468 pages) : illustrations (some color) text txt rdacontent computer c rdamedia online resource cr rdacarrier Big 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. Online resource; title from PDF title page (ScienceDirect, viewed July 11, 2016). Includes bibliographical references and index. Part I. Big data science -- part II. Big data infrastructures and platforms -- part III. Big data security and privacy -- part IV. Big data applications. Big data. COMPUTERS Data Processing. bisacsh Big data. fast (OCoLC)fst01892965 Electronic books. Buyya, Rajkumar, 1970- editor. Calheiros, Rodrigo N., editor. Vahid Dastjerdi, Amir, editor. Print version: Big data. Cambridge, MA : Morgan Kaufmann is an imprint of Elsevier, [2016] 0128053941 9780128053942 (OCoLC)946605551 ScienceDirect http://www.sciencedirect.com/science/book/9780128053942 247372 247372