High performance file I/O for the Blue Gene/L supercomputer

Parallel I/O plays a crucial role for most data-intensive applications running on massively parallel systems like Blue Gene/L that provides the promise of delivering enormous computational capability. We designed and implemented a highly scalable parallel file I/O architecture for Blue Gene/L, which...

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Hauptverfasser: Yu, H., Sahoo, R.K., Howson, C., Almasi, G., Castanos, J.G., Gupta, M., Moreira, J.E., Parker, J.J., Engelsiepen, T.E., Ross, R.B., Thakur, R., Latham, R., Gropp, W.D.
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:Parallel I/O plays a crucial role for most data-intensive applications running on massively parallel systems like Blue Gene/L that provides the promise of delivering enormous computational capability. We designed and implemented a highly scalable parallel file I/O architecture for Blue Gene/L, which leverages the benefit of the hierarchical and functional partitioning design of the system software with separate computational and I/O cores. The architecture exploits the scalability aspect of GPFS (General Parallel File System) at the backend, while using MPI I/O as an interface between the application I/O and the file system. We demonstrate the impact of our high performance I/O solution for Blue Gene/L with a comprehensive evaluation that consists of a number of widely used parallel I/O benchmarks and I/O intensive applications. Our design and implementation is not only able to deliver at least one order of magnitude speed up in terms of I/O bandwidth for a real-scale application HOMME (achieving aggregate bandwidth of 1.8 GB/Sec and 2.3 GB/Sec for write and read accesses, respectively), but also supports high-level parallel I/O data interfaces such as parallel HDF5 and parallel NetCDF scaling up to a large number of processors.
ISSN:1530-0897
2378-203X
DOI:10.1109/HPCA.2006.1598125