Provenance-Based Debugging and Drill-Down in Data-Oriented Workflows

Provenance-Based Debugging and Drill-Down in Data-Oriented Workflows

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 d...

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Bibliographische Detailangaben
Hauptverfasser: Ikeda, R., Junsang Cho, Fang, C., Salihoglu, S., Torikai, S., Widom, J.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Data mining
Debugging
Educational institutions
Electronic publishing
Graphical user interfaces
Information services
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Beschreibung
Zusammenfassung: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.
ISSN:1063-6382
2375-026X
DOI:10.1109/ICDE.2012.118