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A Computational Science IDE for HPC Systems: Design and Applications

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Pubblicato in:International Journal of Parallel Programming vol. 37, no. 1 (Feb 2009), p. 91-105
Autore principale: Hudak, David E
Altri autori: Ludban, Neil, Krishnamurthy, Ashok, Gadepally, Vijay, Samsi, Siddharth, Nehrbass, John
Pubblicazione:
Springer Nature B.V.
Soggetti:
Software engineering
Computer programming
Programming languages
Analysis
Studies
Computer centers
Productivity
Software packages
Scientists
Application programming interface
Science
Supercomputers
Design
Interpreters
High performance computing
Image
Distributed processing
Benchmarks
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Abstract:Software engineering studies have shown that programmer productivity is improved through the use of computational science integrated development environments (or CSIDE, pronounced "sea side") such as MATLAB. Scientists often desire to use high-performance computing (HPC) systems to run their existing CSIDE scripts with large data sets. ParaM is a CSIDE distribution that provides parallel execution of MATLAB scripts on HPC systems at large shared computer centers. ParaM runs on a range of processor architectures (e.g., x86, x64, Itanium, PowerPC) and its MPI binding, known as bcMPI, supports a number of interconnect architectures (e.g., Myrinet and InfiniBand). On a cluster at Ohio Supercomputer Center, bcMPI with blocking communication has achieved 60% of the bandwidth of an equivalent C/MPI benchmark. In this paper, we describe goals and status for the ParaM project and the development of applications in signal and image processing that use ParaM. [PUBLICATION ABSTRACT]
ISSN:0885-7458
1573-7640
0091-7036
DOI:10.1007/s10766-008-0084-3
Fonte:ABI/INFORM Global