Abstract | ||
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In this paper, we discuss our experience of providing high performance parallel I/O for a large-scale, on-going, multi-disciplinary simulation project for solid propellant rockets. We describe the performance and data management issues observed in this project and present our solutions, including (1) support for relatively fine-grained distribution of irregular datasets in parallel I/O, (2) a flexible data management facility for inter-module communication, and (3) two schemes to overlap computation with I/O. Performance results obtained from both development and production platforms show that our I/O optimizations can dramatically reduce the simulation's visible I/O cost, as well as the number of disk files, and significantly improve the overall performance. Meanwhile, our data management facility helps to provide simulation developers with simple user interfaces for parallel I/O. |
Year | DOI | Venue |
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2003 | 10.1109/IPDPS.2003.1213462 | IPDPS |
Keywords | Field | DocType |
irregular datasets,solid propellant rockets,parallel programming,user interfaces,aerospace computing,rockets,multi-disciplinary simulation project,data management issue,simulation developer,aerospace simulation,flexible data management,flexible data management facility,data management facility,high performance parallel,fine-grained distribution,parallel i/o,overall performance,performance result,o optimizations,performance evaluation,o cost,inter-module communication,large-scale multi-component simulations,data management,performance,production,propulsion,concurrent computing,distributed computing,project management,solid modeling,cost function,computational modeling | Propellant,Computer science,Parallel computing,Parallel I/O,User interface,Data management,Aerospace simulation,Distributed computing,Computation | Conference |
ISSN | ISBN | Citations |
1530-2075 | 0-7695-1926-1 | 5 |
PageRank | References | Authors |
0.56 | 15 | 4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Xiaosong Ma | 1 | 1117 | 68.36 |
Xiangmin Jiao | 2 | 327 | 31.80 |
Michael T. Campbell | 3 | 28 | 3.09 |
Marianne Winslett | 4 | 3519 | 744.78 |