2 options
Big data : principles and paradigms / edited by Rajkumar Buyya, The University of Melbourne and Manjrasoft Pty Ltd, Australia, Rodrigo N. Calheiros, The University of Melbourne, Australia, Amir Vahid Dastjerdi, The University of Melbourne, Australia.
- Format:
- Book
- Author/Creator:
- Buyya, Rajkumar.
- Series:
- Gale eBooks
- Language:
- English
- Subjects (All):
- Big data.
- Physical Description:
- 1 online resource (xxv, 468 pages) : illustrations (chiefly color)
- Edition:
- 1st edition
- Place of Publication:
- Cambridge, MA : Morgan Kaufmann, [2016]
- System Details:
- text file
- Summary:
- 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.
- Contents:
- Part I. Big data science
- part II. Big data infrastructures and platforms
- part III. Big data security and privacy
- part IV. Big data applications.
- Notes:
- Includes bibliographical references at the end of each chapters and index.
- Description based on print version record.
- Other Format:
- Print version: Buyya, Rajkumar Big Data
- ISBN:
- 9780128053942
- 9780128093467
- 0128093463
- OCLC:
- 956735857
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