International Parallel and Distributed Processing Symposium (IPDPS'03)
Flexible and Efficient Parallel I/O for Large-Scale Multi-Component Simulations
Nice, France
April 22-April 26
ISBN: 0-7695-1926-1
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.
Index Terms:
parallel I/O, I/O performance optimization, multi-component simulations, irregular data distribution, scientific data management
Citation:
Xiaosong Ma, Xiangmin Jiao, Michael Campbell, Marianne Winslett, "Flexible and Efficient Parallel I/O for Large-Scale Multi-Component Simulations," ipdps, pp.255a, International Parallel and Distributed Processing Symposium (IPDPS'03), 2003