Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Managing data quality in a terabyte-scale sensor archive
Proceedings of the 2008 ACM symposium on Applied computing
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Provenance Provisioning in Mobile Agent-Based Distributed Job Workflow Execution
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
A Dataflow-Oriented Atomicity and Provenance System for Pipelined Scientific Workflows
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Data Lineage Model for Taverna Workflows with Lightweight Annotation Requirements
Provenance and Annotation of Data and Processes
Provenance and the Price of Identity
Provenance and Annotation of Data and Processes
Provenance and Annotation of Data and Processes
DIPAS: A distributed performance analysis service for grid service-based workflows
Future Generation Computer Systems
Atomicity and provenance support for pipelined scientific workflows
Future Generation Computer Systems
Making a cloud provenance-aware
TAPP'09 First workshop on on Theory and practice of provenance
Detecting and resolving unsound workflow views for correct provenance analysis
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Automated Provenance Collection for CCA Component Assemblies
ICCS '09 Proceedings of the 9th International Conference on Computational Science: Part I
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Grouping Provenance Information to Improve Efficiency of Access Control
ISA '09 Proceedings of the 3rd International Conference and Workshops on Advances in Information Security and Assurance
Experience with adapting a WS-BPEL runtime for eScience workflows
Proceedings of the 5th Grid Computing Environments Workshop
RDFProv: A relational RDF store for querying and managing scientific workflow provenance
Data & Knowledge Engineering
FAST'10 Proceedings of the 8th USENIX conference on File and storage technologies
Optimizing resource allocation for scientific workflows using advance reservations
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
Research issues in data provenance
Proceedings of the 48th Annual Southeast Regional Conference
The Foundations for Provenance on the Web
Foundations and Trends in Web Science
Generating sound workflow views for correct provenance analysis
ACM Transactions on Database Systems (TODS)
SciProv: an architecture for semantic query in provenance metadata on e-science context
ITBAM'11 Proceedings of the Second international conference on Information technology in bio- and medical informatics
Easing the burdens of HPC file management
Proceedings of the sixth workshop on Parallel Data Storage
Performance evaluation of the karma provenance framework for scientific workflows
IPAW'06 Proceedings of the 2006 international conference on Provenance and Annotation of Data
ProvManager: a provenance management system for scientific workflows
Concurrency and Computation: Practice & Experience
A Provenance-based Adaptive Scheduling Heuristic for Parallel Scientific Workflows in Clouds
Journal of Grid Computing
A hybrid approach for efficient provenance storage
Proceedings of the 21st ACM international conference on Information and knowledge management
Using domain-specific data to enhance scientific workflow steering queries
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
Evaluation of a Hybrid Approach for Efficient Provenance Storage
ACM Transactions on Storage (TOS)
Hi-index | 0.00 |
The increasing ability for the earth sciences to sense the world around us is resulting in a growing need for datadriven applications that are under the control of data-centric workflows composed of grid- and web- services. The focus of our work is on provenance collection for these workflows, necessary to validate the workflow and to determine quality of generated data products. The challenge we address is to record uniform and usable provenance metadata that meets the domain needs while minimizing the modification burden on the service authors and the performance overhead on the workflow engine and the services. The framework, based on a loosely-coupled publish-subscribe architecture for propagating provenance activities, satisfies the needs of detailed provenance collection while a performance evaluation of a prototype finds a minimal performance overhead (in the range of 1% for an eight service workflow using 271 data products).