Automatic Generation of Workflow Provenance

While workflow is playing an increasingly important role in e-Science, current systems lack support for the collection of provenance data. We argue that workflow provenance data should be automatically generated by the enactment engine and managed over time by an underlying storage service. We briefly describe our layered model for workflow execution provenance, which allows navigation from the conceptual model of an experiment to instance data collected during a specific experiment run, and back.

[1]  Simon J. Cox,et al.  Data management services for engineering , 2002 .

[2]  Ian T. Foster,et al.  The virtual data grid: a new model and architecture for data-intensive collaboration , 2003, 15th International Conference on Scientific and Statistical Database Management, 2003..

[3]  Robert Stevens,et al.  Annotating, Linking and Browsing Provenance Logs for {e-Science} , 2003 .