Work

Automatic capture and efficient storage of e‐Science experiment provenance

Year: 2007

Type: article

Abstract: For the first provenance challenge, we introduce a layered model to represent workflow provenance that allows navigation from an abstract model of the experiment to instance data collected during a specific experiment run. We outline modest extensions to a commercial workflow engine so it will automatically capture provenance at workflow runtime. We also present an approach to store this provenance data in a relational database. Finally, we demonstrate how core provenance queries in the challenge can be expressed in SQL and discuss the merits of our layered representation. Copyright © 2007 John Wiley & Sons, Ltd.

Source: Concurrency and Computation Practice and Experience

DOI: 10.1002/cpe.1235

Authors: Roger S. Barga, Luciano A. Digiampietri

Institutions: Microsoft (United States), Universidade Estadual de Campinas (UNICAMP)

Language: English

Topic: Scientific Computing and Data Management

Subfield: Information Systems and Management

Field: Decision Sciences

Domain: Social Sciences

Open Access status: bronze

OpenAlex ID: W4236319136

FWCI: 21.96

Cites: 10

Cited by: 63

Related to: 10