The automated tracking and storage of provenance information promises to be a major advantage of scientific workflow systems. We discuss issues related to data and workflow provenance, and present techniques for focusing user attention on meaningful provenance through “user views,” for managing the provenance of nested scientific data, and for using information about the evolution of a workflow specification to understand the difference in the provenance of similar data products
This thesis investigates adaptive provenance collection in the context of scientific workflow system...
The automated tracking and storage of provenance information allows users of scientific workflow sys...
Scientific applications are frequently modeled as a workflow that is executed under the control of a...
Abstract: Workflows are increasingly used in science to manage complex computations and data proces...
Abstract—An increasing number of scientific workflow systems are providing support for the automated...
Data provenance is key to understanding and interpreting the results of scientific experiments. This...
Many scientists are using workflows to systematically design and run computational experiments. Once...
Journal ArticleThe automated tracking and storage of provenance information promises to be a major a...
Abstract — Workflow systems have become increasingly popu-lar for managing experiments where many bi...
Scientific workflows and their supporting systems are becoming increasingly popular for compute-inte...
Within computer science, the term provenance has multiple meanings, due to different motivations, pe...
Scientific workflows have recently emerged as a new paradigm for representing and managing complex d...
Scientific research has become very data and compute intensive because of the progress in data acqui...
Scientific workflow systems are increasingly used to automate com-plex data analyses, largely due to...
Integrated provenance support promises to be a chief advantage of scientific workflow systems over s...
This thesis investigates adaptive provenance collection in the context of scientific workflow system...
The automated tracking and storage of provenance information allows users of scientific workflow sys...
Scientific applications are frequently modeled as a workflow that is executed under the control of a...
Abstract: Workflows are increasingly used in science to manage complex computations and data proces...
Abstract—An increasing number of scientific workflow systems are providing support for the automated...
Data provenance is key to understanding and interpreting the results of scientific experiments. This...
Many scientists are using workflows to systematically design and run computational experiments. Once...
Journal ArticleThe automated tracking and storage of provenance information promises to be a major a...
Abstract — Workflow systems have become increasingly popu-lar for managing experiments where many bi...
Scientific workflows and their supporting systems are becoming increasingly popular for compute-inte...
Within computer science, the term provenance has multiple meanings, due to different motivations, pe...
Scientific workflows have recently emerged as a new paradigm for representing and managing complex d...
Scientific research has become very data and compute intensive because of the progress in data acqui...
Scientific workflow systems are increasingly used to automate com-plex data analyses, largely due to...
Integrated provenance support promises to be a chief advantage of scientific workflow systems over s...
This thesis investigates adaptive provenance collection in the context of scientific workflow system...
The automated tracking and storage of provenance information allows users of scientific workflow sys...
Scientific applications are frequently modeled as a workflow that is executed under the control of a...