Interactive Supercomputing with MIT Matlab
This paper describes MITMatlab, a system that enables users of supercomputers or networked PCs to work on large data sets within Matlab transparently. MITMatlab is based on the Parallel Problems Server (PPServer), a standalone 'linear algebra server' that provides a mechanism for run...
| Main Authors: | , , |
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| Language: | en_US |
| Published: |
2004
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| Subjects: | |
| Online Access: | http://hdl.handle.net/1721.1/5931 |
| _version_ | 1826192042280091648 |
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| author | Husbands, Parry Isbell, Charles Lee, Jr. Edelman, Alan |
| author_facet | Husbands, Parry Isbell, Charles Lee, Jr. Edelman, Alan |
| author_sort | Husbands, Parry |
| collection | MIT |
| description | This paper describes MITMatlab, a system that enables users of supercomputers or networked PCs to work on large data sets within Matlab transparently. MITMatlab is based on the Parallel Problems Server (PPServer), a standalone 'linear algebra server' that provides a mechanism for running distributed memory algorithms on large data sets. The PPServer and MITMatlab enable high-performance interactive supercomputing. With such a tool, researchers can now use Matlab as more than a prototyping tool for experimenting with small problems. Instead, MITMatlab makes is possible to visualize and operate interactively on large data sets. This has implications not only in supercomputing, but for Artificial Intelligence applicatons such as Machine Learning, Information Retrieval and Image Processing. |
| first_indexed | 2024-09-23T09:05:24Z |
| id | mit-1721.1/5931 |
| institution | Massachusetts Institute of Technology |
| language | en_US |
| last_indexed | 2024-09-23T09:05:24Z |
| publishDate | 2004 |
| record_format | dspace |
| spelling | mit-1721.1/59312019-04-10T20:41:13Z Interactive Supercomputing with MIT Matlab Husbands, Parry Isbell, Charles Lee, Jr. Edelman, Alan Supercomputing This paper describes MITMatlab, a system that enables users of supercomputers or networked PCs to work on large data sets within Matlab transparently. MITMatlab is based on the Parallel Problems Server (PPServer), a standalone 'linear algebra server' that provides a mechanism for running distributed memory algorithms on large data sets. The PPServer and MITMatlab enable high-performance interactive supercomputing. With such a tool, researchers can now use Matlab as more than a prototyping tool for experimenting with small problems. Instead, MITMatlab makes is possible to visualize and operate interactively on large data sets. This has implications not only in supercomputing, but for Artificial Intelligence applicatons such as Machine Learning, Information Retrieval and Image Processing. 2004-10-04T14:15:26Z 2004-10-04T14:15:26Z 1998-07-28 AIM-1642 http://hdl.handle.net/1721.1/5931 en_US AIM-1642 10 p. 8904691 bytes 262283 bytes application/postscript application/pdf application/postscript application/pdf |
| spellingShingle | Supercomputing Husbands, Parry Isbell, Charles Lee, Jr. Edelman, Alan Interactive Supercomputing with MIT Matlab |
| title | Interactive Supercomputing with MIT Matlab |
| title_full | Interactive Supercomputing with MIT Matlab |
| title_fullStr | Interactive Supercomputing with MIT Matlab |
| title_full_unstemmed | Interactive Supercomputing with MIT Matlab |
| title_short | Interactive Supercomputing with MIT Matlab |
| title_sort | interactive supercomputing with mit matlab |
| topic | Supercomputing |
| url | http://hdl.handle.net/1721.1/5931 |
| work_keys_str_mv | AT husbandsparry interactivesupercomputingwithmitmatlab AT isbellcharlesleejr interactivesupercomputingwithmitmatlab AT edelmanalan interactivesupercomputingwithmitmatlab |