Experiences Applying Data Staging Technology In Unconventional Ways

CCGRID '13: Proceedings of the 13th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing(2013)

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摘要
Several efforts have shown the potential of using additional compute-area resources to enhance the IO path to storage. Efforts like data staging, IO forwarding, and similar techniques can accelerate IO performance and reduce the impact of IO time to a compute application. Hybrid staging enhanced this path by adding processing functionality to locations along the data path to storage. While these efforts have been effective, they have taken a somewhat limited view of the potential benefits using some additional compute resources can offer both to enhance a compute application as well as to offering a way to exploit HPCstyle resources for non-traditional tasks.Over the last few years, we have been experimenting with the potential for other sorts of activities using a staging style approach to add or enable new functionality. The efforts in this area have yielded a collection of small projects that yield some insights into both the potential and limitations of this approach for both achieving exascale computing and for enabling alternative uses for HPC resources.
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关键词
data handling,parallel processing,storage management,HPC-style resource,IO forwarding,IO path,IO performance acceleration,IO time,compute application,compute resource,compute-area resource,data staging technology,data storage,exascale computing,staging style approach,LSMA,data staging,document clustering,streaming,
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