3. Massive Data Sets
Published Online: 5 JUL 2011
DOI: 10.1002/9781118018255.ch3
Copyright © 2011 John Wiley & Sons, Inc. All rights reserved.
Book Title
Data Analysis: What Can Be Learned From the Past 50 Years
Additional Information
How to Cite
Huber, P. J. (2011) Massive Data Sets, in Data Analysis: What Can Be Learned From the Past 50 Years, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118018255.ch3
Publication History
- Published Online: 5 JUL 2011
- Published Print: 4 APR 2011
Book Series:
ISBN Information
Print ISBN: 9781118010648
Online ISBN: 9781118018255
- Summary
- Chapter
Keywords:
- human limitations;
- storage requirements;
- computational complexity;
- data archiving;
- supercomputers
Summary
This chapter contains sections titled:
Introduction
Disclosure: Personal Experiences
What is Massive? A Classification of Size
Obstacles to Scaling
On The Structure of Large Data Sets
Data Base Management and Related Issues
The Stages of a Data Analysis
Examples and Some Thoughts on Strategy
Volume Reduction
Supercomputers and Software Challenges
Summary of Conclusions