| dc.contributor.author | Shah, Viral B. | |
| dc.contributor.author | Karpinski, Stefan | |
| dc.contributor.author | Edelman, Alan | |
| dc.contributor.author | Bezanson, Jeffrey Werner | |
| dc.contributor.author | Kepner, Jeremy | |
| dc.date.accessioned | 2018-05-30T15:02:25Z | |
| dc.date.available | 2018-05-30T15:02:25Z | |
| dc.date.issued | 2013-11 | |
| dc.identifier.isbn | 978-1-4799-1365-7 | |
| dc.identifier.uri | http://hdl.handle.net/1721.1/115964 | |
| dc.description.abstract | A linear algebraic approach to graph algorithms that exploits the sparse adjacency matrix representation of graphs can provide a variety of benefits. These benefits include syntactic simplicity, easier implementation, and higher performance. One way to employ linear algebra techniques for graph algorithms is to use a broader definition of matrix and vector multiplication. We demonstrate through the use of the Julia language system how easy it is to explore semirings using linear algebraic methodologies. | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | en_US |
| dc.relation.isversionof | http://dx.doi.org/10.1109/HPEC.2013.6670347 | en_US |
| dc.rights | Creative Commons Attribution-Noncommercial-Share Alike | en_US |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-sa/4.0/ | en_US |
| dc.source | MIT Web Domain | en_US |
| dc.title | Novel algebras for advanced analytics in Julia | en_US |
| dc.type | Article | en_US |
| dc.identifier.citation | Shah, Viral B., Alan Edelman, Stefan Karpinski, Jeff Bezanson, and Jeremy Kepner. “Novel Algebras for Advanced Analytics in Julia.” 2013 IEEE High Performance Extreme Computing Conference (HPEC) (September 2013). doi:10.1109/hpec.2013.6670347. | en_US |
| dc.contributor.department | Lincoln Laboratory | en_US |
| dc.contributor.department | Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science | en_US |
| dc.contributor.department | Massachusetts Institute of Technology. Department of Mathematics | en_US |
| dc.contributor.mitauthor | Edelman, Alan | |
| dc.contributor.mitauthor | Bezanson, Jeffrey Werner | |
| dc.contributor.mitauthor | Kepner, Jeremy | |
| dc.relation.journal | 2013 IEEE High Performance Extreme Computing Conference (HPEC) | en_US |
| dc.eprint.version | Author's final manuscript | en_US |
| dc.type.uri | http://purl.org/eprint/type/ConferencePaper | en_US |
| eprint.status | http://purl.org/eprint/status/NonPeerReviewed | en_US |
| dc.date.updated | 2018-05-18T19:04:35Z | |
| dspace.orderedauthors | Shah, Viral B.; Edelman, Alan; Karpinski, Stefan; Bezanson, Jeff; Kepner, Jeremy | en_US |
| dspace.embargo.terms | N | en_US |
| dc.identifier.orcid | https://orcid.org/0000-0001-7676-3133 | |
| mit.license | OPEN_ACCESS_POLICY | en_US |
