Software Open Access
Cade Brown; Ahmad Abdelfattah; Stanimire Tomov; Jack Dongarra
<?xml version='1.0' encoding='UTF-8'?> <record xmlns="http://www.loc.gov/MARC21/slim"> <leader>00000nmm##2200000uu#4500</leader> <datafield tag="041" ind1=" " ind2=" "> <subfield code="a">eng</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">dense linear algebra</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">GPU computing</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">linear algebra</subfield> </datafield> <controlfield tag="005">20200703005919.0</controlfield> <controlfield tag="001">3928667</controlfield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">University of Tennessee</subfield> <subfield code="a">Ahmad Abdelfattah</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">University of Tennessee</subfield> <subfield code="a">Stanimire Tomov</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">University of Tennessee</subfield> <subfield code="a">Jack Dongarra</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">4375638</subfield> <subfield code="z">md5:4bf8f24ae8d1df1716cfc43442978c2f</subfield> <subfield code="u">https://zenodo.org/record/3928667/files/icl-magma-dda09490fbae.tar.gz</subfield> </datafield> <datafield tag="542" ind1=" " ind2=" "> <subfield code="l">open</subfield> </datafield> <datafield tag="260" ind1=" " ind2=" "> <subfield code="c">2020-07-02</subfield> </datafield> <datafield tag="909" ind1="C" ind2="O"> <subfield code="p">software</subfield> <subfield code="o">oai:zenodo.org:3928667</subfield> </datafield> <datafield tag="100" ind1=" " ind2=" "> <subfield code="u">University of Tennessee</subfield> <subfield code="a">Cade Brown</subfield> </datafield> <datafield tag="245" ind1=" " ind2=" "> <subfield code="a">hipMAGMA v2.0.0</subfield> </datafield> <datafield tag="540" ind1=" " ind2=" "> <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield> <subfield code="a">Creative Commons Attribution 4.0 International</subfield> </datafield> <datafield tag="650" ind1="1" ind2="7"> <subfield code="a">cc-by</subfield> <subfield code="2">opendefinition.org</subfield> </datafield> <datafield tag="520" ind1=" " ind2=" "> <subfield code="a"><p>The goal of the MAGMA project is to create a new generation of linear algebra libraries that achieves the fastest possible time to an accurate solution on heterogeneous architectures, starting with current multicore + multi-GPU systems. To address the complex challenges stemming from these systems&#39; heterogeneity, massive parallelism, and the gap between compute speed and CPU-GPU communication speed, MAGMA&#39;s research is based on the idea that optimal software solutions will themselves have to hybridize, combining the strengths of different algorithms within a single framework. Building on this idea, the goal is to design linear algebra algorithms and frameworks for hybrid multicore and multi-GPU systems that can enable applications to fully exploit the power that each of the hybrid components offers.</p></subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">doi</subfield> <subfield code="i">isVersionOf</subfield> <subfield code="a">10.5281/zenodo.3928666</subfield> </datafield> <datafield tag="024" ind1=" " ind2=" "> <subfield code="a">10.5281/zenodo.3928667</subfield> <subfield code="2">doi</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">software</subfield> </datafield> </record>
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