An Ephemeral Burst-Buffer File System For Scientific Applications

IEEE International Conference on High Performance Computing, Data, and Analytics(2016)

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摘要
Burst buffers are becoming an indispensable hardware resource on large-scale supercomputers to buffer the bursty I/O from scientific applications. However, there is a lack of software support for burst buffers to be efficiently shared by applications within a batch-submitted job and recycled across different batch jobs. In addition, burst buffers need to cope with a variety of challenging I/O patterns from data-intensive scientific applications. In this study, we have designed an ephemeral Burst Buffer File System (BurstFS) that supports scalable and efficient aggregation of I/O bandwidth from burst buffers while having the same life cycle as a batch-submitted job. BurstFS features several techniques including scalable metadata indexing, co-located I/O delegation, and server-side read clustering and pipelining. Through extensive tuning and analysis, we have validated that BurstFS has accomplished our design objectives, with linear scalability in terms of aggregated I/O bandwidth for parallel writes and reads.
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关键词
ephemeral burst-buffer file system,BurstFS,hardware resource,large-scale supercomputers,I/O burst buffers,batch-submitted job,data-intensive scientific applications,I/O bandwidth aggregation,metadata indexing scalability,co-located I/O delegation,server-side read clustering,pipelining,parallel writes,parallel reads,large-scale high-performance computing
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