| Big Data: Principles and Paradigms Contributor(s): Buyya, Rajkumar (Editor), Calheiros, Rodrigo N. (Editor), Vahid Dastjerdi, Amir (Editor) |
|
 |
ISBN: 0128053941 ISBN-13: 9780128053942 Publisher: Morgan Kaufmann Publishers OUR PRICE: $79.15 Product Type: Paperback Published: June 2016 |
| Additional Information |
| BISAC Categories: - Computers | Computer Science - Computers | Information Theory - Computers | Databases - General |
| Physical Information: 1" H x 7.5" W x 9.25" (1.86 lbs) 494 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |