Why and Where: A Characterization of Data Provenance
ICDT '01 Proceedings of the 8th International Conference on Database Theory
Causal distributed assert statements
Causal distributed assert statements
A Provenance-Aware Weighted Fault Tolerance Scheme for Service-Based Applications
ISORC '05 Proceedings of the Eighth IEEE International Symposium on Object-Oriented Real-Time Distributed Computing
Named graphs, provenance and trust
WWW '05 Proceedings of the 14th international conference on World Wide Web
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Provenance-aware storage systems
ATEC '06 Proceedings of the annual conference on USENIX '06 Annual Technical Conference
Provenance and scientific workflows: challenges and opportunities
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Provenance for Computational Tasks: A Survey
Computing in Science and Engineering
Data Lineage Model for Taverna Workflows with Lightweight Annotation Requirements
Provenance and Annotation of Data and Processes
Application of named graphs towards custom provenance views
TAPP'09 First workshop on on Theory and practice of provenance
Provenance in Databases: Why, How, and Where
Foundations and Trends in Databases
Provenance as first class cloud data
ACM SIGOPS Operating Systems Review
Provenance as dependency analysis
DBPL'07 Proceedings of the 11th international conference on Database programming languages
A multi-dimensional classification model for scientific workflow characteristics
Proceedings of the 1st International Workshop on Workflow Approaches to New Data-centric Science
Using provenance to extract semantic file attributes
TAPP'10 Proceedings of the 2nd conference on Theory and practice of provenance
The Open Provenance Model core specification (v1.1)
Future Generation Computer Systems
Provenance-based validation of e-science experiments
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Towards automated collection of application-level data provenance
TaPP'12 Proceedings of the 4th USENIX conference on Theory and Practice of Provenance
IPAW'12 Proceedings of the 4th international conference on Provenance and Annotation of Data and Processes
Provenance from log files: a BigData problem
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Enhancing and abstracting scientific workflow provenance for data publishing
Proceedings of the Joint EDBT/ICDT 2013 Workshops
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Data provenance is the lineage of an artifact or object. Provenance can provide a basis upon which data can be regenerated, and can be used to determine the quality of both the process and provenance itself. Provenance capture from workflows is comprised of capturing data dependencies as and when a workflow executes. We propose a layered provenance model which identifies and stores provenance at different granularities statically by analyzing the source code of programs. We use this model to capture provenance from both workflows and modules within workflows. This paper contributes a static compile time analysis methodology that includes a logical layered provenance model to convert workflow provenance from black box to white box, where the precise mapping between the inputs and outputs of a task can be known.