DocumentCode
2458540
Title
Provenance-Based Debugging and Drill-Down in Data-Oriented Workflows
Author
Ikeda, Robert ; Cho, Junsang ; Fang, Charlie ; Salihoglu, Semih ; Torikai, Satoshi ; Widom, Jennifer
fYear
2012
fDate
1-5 April 2012
Firstpage
1249
Lastpage
1252
Abstract
Panda (for Provenance and Data), a system for data-oriented workflows that supports debugging and drill-down using logical provenance-provenance information stored at the processing-node level is demonstrated. In this demonstration, Panda is used to integrate, process, and analyze actual education data from multiple sources.
Keywords
data analysis; data integration; educational administrative data processing; program debugging; Panda; data drill-down; data integration; data processing; data-oriented workflows; education data analysis; logical provenance-provenance information storage; processing-node level; provenance and data; provenance-based debugging; Data mining; Debugging; Educational institutions; Electronic publishing; Graphical user interfaces; Information services;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Engineering (ICDE), 2012 IEEE 28th International Conference on
Conference_Location
Washington, DC
ISSN
1063-6382
Print_ISBN
978-1-4673-0042-1
Type
conf
DOI
10.1109/ICDE.2012.118
Filename
6228180
Link To Document