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| − | We consider the class of | + | We consider the class of âleft-lookingâ sequential matrix algorithms: consumer-driven algorithms that are characterized by âlazyâ propagation of data. Left-looking algorithms are difficult to parallelize using the message-passing or distributed shared memory models because they only possess pipeline parallelism. We show that these algorithms can be directly parallelized using mobile pipelines provided by the Navigational Programming methodology. We present performance data demonstrating the effectiveness of our approach. |
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* [http://www.ics.uci.edu/~bic/messengers/papers/TR05-12.pdf http://www.ics.uci.edu/~bic/messengers/papers/TR05-12.pdf] | * [http://www.ics.uci.edu/~bic/messengers/papers/TR05-12.pdf http://www.ics.uci.edu/~bic/messengers/papers/TR05-12.pdf] | ||
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| + | * [http://link.springer.com/content/pdf/10.1007/11602569_24.pdf http://link.springer.com/content/pdf/10.1007/11602569_24.pdf], | ||
| + | : [http://dx.doi.org/10.1007/11602569_24 http://dx.doi.org/10.1007/11602569_24] | ||
| + | |||
| + | * [http://www.ics.uci.edu/~bic/messengers/papers/TR05-12.pdf http://www.ics.uci.edu/~bic/messengers/papers/TR05-12.pdf], | ||
| + | : [https://link.springer.com/chapter/10.1007/11602569_24 https://link.springer.com/chapter/10.1007/11602569_24], | ||
| + | : [http://core.ac.uk/display/24576471 http://core.ac.uk/display/24576471], | ||
| + | : [https://dblp.uni-trier.de/db/conf/hipc/hipc2005.html#PanLDB05 https://dblp.uni-trier.de/db/conf/hipc/hipc2005.html#PanLDB05], | ||
| + | : [https://www.scipedia.com/public/Pan_et_al_2006a https://www.scipedia.com/public/Pan_et_al_2006a], | ||
| + | : [https://dl.acm.org/citation.cfm?id=2099331 https://dl.acm.org/citation.cfm?id=2099331], | ||
| + | : [https://rd.springer.com/chapter/10.1007/11602569_24 https://rd.springer.com/chapter/10.1007/11602569_24], | ||
| + | : [https://core.ac.uk/display/24576471 https://core.ac.uk/display/24576471], | ||
| + | : [https://academic.microsoft.com/#/detail/1500980468 https://academic.microsoft.com/#/detail/1500980468] | ||
Latest revision as of 15:24, 21 January 2021
Abstract
We consider the class of âleft-lookingâ sequential matrix algorithms: consumer-driven algorithms that are characterized by âlazyâ propagation of data. Left-looking algorithms are difficult to parallelize using the message-passing or distributed shared memory models because they only possess pipeline parallelism. We show that these algorithms can be directly parallelized using mobile pipelines provided by the Navigational Programming methodology. We present performance data demonstrating the effectiveness of our approach.
Original document
The different versions of the original document can be found in:
- https://link.springer.com/chapter/10.1007/11602569_24,
- http://core.ac.uk/display/24576471,
- https://dblp.uni-trier.de/db/conf/hipc/hipc2005.html#PanLDB05,
- https://www.scipedia.com/public/Pan_et_al_2006a,
- https://dl.acm.org/citation.cfm?id=2099331,
- https://rd.springer.com/chapter/10.1007/11602569_24,
- https://core.ac.uk/display/24576471,
- https://academic.microsoft.com/#/detail/1500980468
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Document information
Published on 01/01/2006
Volume 2006, 2006
DOI: 10.1007/11602569_24
Licence: CC BY-NC-SA license
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