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Title: Power Grid Data Analysis with R and Hadoop

This book chapter presents an approach to analysis of large-scale time-series sensor information based on our experience with power grid data. We use the R-Hadoop Integrated Programming Environment (RHIPE) to analyze a 2TB data set and present code and results for this analysis.
Authors:
; ; ;
Publication Date:
OSTI Identifier:
1121009
Report Number(s):
PNNL-SA-89931
DOE Contract Number:
AC05-76RL01830
Resource Type:
Book
Resource Relation:
Related Information: Data Mining Applications with R, 1-34
Publisher:
Y Zhao and Y Cen; Academic Press, Waltham, MA, United States(US).
Research Org:
Pacific Northwest National Laboratory (PNNL), Richland, WA (US)
Sponsoring Org:
USDOE
Country of Publication:
United States
Language:
English