Statistical Analysis of Massive Data Streams:

Proceedings of a Workshop

Status: Available Now

Size: 395 pages, 8 1/2 x 11

Publication Year:2004

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Authors:
Committee on Applied and Theoretical Statistics, National Research Council
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Table of Contents
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Front Matter	i-vi
Table of Contents	1-3	(skim)
Welcome and Overview of Sessions	4-9	(skim)
Session 1: Atmospheric and Meteorological Data	10-65	(skim)
Session 2: High Energy Physics	66-135	(skim)
Luncheon Keynote Address	136-164	(skim)
Session 3: Integrated Data Systems	165-209	(skim)
After Dinner Address	210-222	(skim)
Session 4: Network Traffic	223-294	(skim)
Session 5: Mining Commercial Streams of Data	295-388	(skim)
Concluding Comments	389-389	(skim)

Description

Massive data streams, large quantities of data that arrive continuously, are becoming increasingly commonplace in many areas of science and technology. Consequently development of analytical methods for such streams is of growing importance. To address this issue, the National Security Agency asked the NRC to hold a workshop to explore methods for analysis of streams of data so as to stimulate progress in the field. This report presents the results of that workshop. It provides presentations that focused on five different research areas where massive data streams are present: atmospheric and meteorological data; high-energy physics; integrated data systems; network traffic; and mining commercial data streams. The goals of the report are to improve communication among researchers in the field and to increase relevant statistical science activity.

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NOTES

The text in the OpenBook format is only the transcripts from the workshop proceedings and does not contain the complete data that is included on the CD-ROM.