Data Management Systems for Scientific Applications
Proceedings of the IFIP TC2/WG2.5 Working Conference on the Architecture of Scientific Software
The SDSC storage resource broker
CASCON '98 Proceedings of the 1998 conference of the Centre for Advanced Studies on Collaborative research
A survey of data provenance in e-science
ACM SIGMOD Record
Petascale Computational Systems
Computer
Bootstrapping to a semantic grid
CCGRID '05 Proceedings of the Fifth IEEE International Symposium on Cluster Computing and the Grid - Volume 01
Knowledge Management Strategies: Toward a Taxonomy
Journal of Management Information Systems
An Extensible, Scalable Architecture for Managing Bioinformatics Data and Analyses
ESCIENCE '08 Proceedings of the 2008 Fourth IEEE International Conference on eScience
Mashups as an Architecture for Knowledge Management Systems
HICSS '09 Proceedings of the 42nd Hawaii International Conference on System Sciences
The Visual Wiki: A New Metaphor for Knowledge Access and Management
HICSS '09 Proceedings of the 42nd Hawaii International Conference on System Sciences
Knowledge Base Concepts in the KEA System Combined with Social Networking Techniques
HICSS '09 Proceedings of the 42nd Hawaii International Conference on System Sciences
User-created forms as an effective method of human-agent communication
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
International Journal of High Performance Computing Applications
Software Challenges for Extreme Scale Computing: Going From Petascale to Exascale Systems
International Journal of High Performance Computing Applications
ICAT: Integrating Data Infrastructure for Facilities Based Science
E-SCIENCE '09 Proceedings of the 2009 Fifth IEEE International Conference on e-Science
Flink: Semantic Web technology for the extraction and analysis of social networks
Web Semantics: Science, Services and Agents on the World Wide Web
GS3: A Knowledge Management Architecture for Collaborative Geologic Sequestration Modeling
HICSS '10 Proceedings of the 2010 43rd Hawaii International Conference on System Sciences
Data management requirements for a knowledge discovery platform
Proceedings of the WICSA/ECSA 2012 Companion Volume
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Modern scientific enterprises are inherently knowledge-intensive. In general, scientific studies in domains such as geosciences, climate, and biology require the acquisition and manipulation of large amounts of experimental and field data in order to create inputs for large-scale computational simulations. The results of these simulations must then be analyzed, leading to refinements of inputs and models and additional simulations. Further, these results must be managed and archived to provide justifications for regulatory decisions and publications that are based on these models. In this paper we introduce our Velo framework that is designed as a reusable, domain independent knowledge management infrastructure for modeling and simulation. Velo leverages, integrates, and extends open source collaborative and content management technologies to create a scalable and flexible core platform that can be tailored to specific scientific domains. We describe the architecture of Velo for managing and associating the various types of data that are used and created in modeling and simulation projects, as well as the framework for integrating domain-specific tools. To demonstrate a realization of Velo, we describe the Geologic Sequestration Software Suite (GS3) that has been developed to support geologic sequestration modeling. This provides a concrete example of the inherent extensibility and utility of our approach.