Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Optimizing Noncontiguous Accesses in MPI-IO   The I/O access patterns of many parallel applications consist of accesses to
a large number of small, noncontiguous pieces of data. If an application's I/O
needs are met by making many small, distinct I/O requests, however, the I/O
performance degrades drastically. To avoid this problem, MPI-IO allows users to
access noncontiguous data with a single I/O function call, unlike in Unix I/O.
In this paper, we explain how critical this feature of MPI-IO is for high
performance and how it enables implementations to perform optimizations. We
first provide a classification of the different ways of expressing an
application's I/O needs in MPI-IO--we classify them into four levels, called
level~0 through level~3. We demonstrate that, for applications with
noncontiguous access patterns, the I/O performance improves dramatically if
users write their applications to make level-3 requests (noncontiguous,
collective) rather than level-0 requests (Unix style). We then describe how our
MPI-IO implementation, ROMIO, delivers high performance for noncontiguous
requests. We explain in detail the two key optimizations ROMIO performs: data
sieving for noncontiguous requests from one process and collective I/O for
noncontiguous requests from multiple processes. We describe how we have
implemented these optimizations portably on multiple machines and file systems,
controlled their memory requirements, and also achieved high performance. We
demonstrate the performance and portability with performance results for three
applications--an astrophysics-application template (DIST3D), the NAS BTIO
benchmark, and an unstructured code (UNSTRUC)--on five different parallel
machines: HP Exemplar, IBM SP, Intel Paragon, NEC SX-4, and SGI Origin2000.

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The categories of this paper are: alg-geom
33
The categories of this paper are: plasm-ph
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The categories of this paper are: cmp-lg
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The categories of this paper are: q-fin
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The categories of this paper are: nlin
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The categories of this paper are: math-ph
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The categories of this paper are: chem-ph
10
The categories of this paper are: q-bio
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The categories of this paper are: physics
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The categories of this paper are: adap-org
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The categories of this paper are: supr-con
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The categories of this paper are: chao-dyn
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The categories of this paper are: ao-sci
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The categories of this paper are: stat
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The categories of this paper are: hep-th
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The categories of this paper are: atom-ph