Cross-Institutional Research Cyberinfrastructure For Data Intensive Science

2016 IEEE HIGH PERFORMANCE EXTREME COMPUTING CONFERENCE (HPEC)(2016)

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摘要
This paper describes a multi-institution effort to develop a "data science as a service" platform. This platform integrates advanced federated data management for small to large datasets, access to high performance computing, distributed computing and advanced networking. The goal is to develop a platform that is flexible and extensible while still supporting domain research and avoiding the walled garden problem. Some preliminary lessons learned and next steps will also be outlined.
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关键词
distributed computing,risk,analytics,distributed data,open system architectures,data intensive computing,big data and distributed computing
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