Title | ||
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Advancing distributed data management for the HydroShare hydrologic information system. |
Abstract | ||
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HydroShare (https://www.hydroshare.org) is an online collaborative system to support the open sharing of hydrologic data, analytical tools, and computer models. Hydrologic data and models are often large, extending to multi-gigabyte or terabyte scale, and as a result, the scalability of centralized data management poses challenges for a system such as HydroShare. A distributed data management framework that enables distributed physical data storage and management in multiple locations thus becomes a necessity. We use the iRODS (Integrated Rule-Oriented Data System) data grid middleware as the distributed data storage and management back end in HydroShare. iRODS provides a unified virtual file system for distributed physical storages in multiple locations and enables data federation across geographically dispersed institutions around the world. In this paper, we describe the iRODS-based distributed data management approaches implemented in HydroShare to provide a practical demonstration of a production system for supporting big data in the environmental sciences. |
Year | DOI | Venue |
---|---|---|
2018 | 10.1016/j.envsoft.2017.12.008 | Environmental Modelling & Software |
Keywords | Field | DocType |
Distributed data management,Big data,Data sharing,Hydrologic information systems,Collaborative environment,iRODS | Information system,Middleware,Computer science,Data sharing,Data grid,Distributed data store,Data management,Big data,Management science,Scalability,Distributed computing | Journal |
Volume | Issue | ISSN |
102 | C | 1364-8152 |
Citations | PageRank | References |
0 | 0.34 | 6 |
Authors | ||
6 |
Name | Order | Citations | PageRank |
---|---|---|---|
Hong Yi | 1 | 1 | 3.41 |
Ray Idaszak | 2 | 4 | 2.77 |
Michael J. Stealey | 3 | 3 | 1.23 |
Chris Calloway | 4 | 0 | 0.68 |
Alva L. Couch | 5 | 197 | 29.24 |
David G. Tarboton | 6 | 143 | 16.55 |