Coded computing: mitigating fundamental bottlenecks in large-scale distributed computing and machine learning

Coded Computing presents a novel method of computing that uses coding theory to overcome major bottlenecks in large-scale machine learning and big data analytics computing systems.

Detalles Bibliográficos
Autores principales: Li, Songze, Avestimehr, Salman
Lenguaje:eng
Publicado: Now Publishers 2020
Materias:
XX
Acceso en línea:http://cds.cern.ch/record/2762231
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author Li, Songze
Avestimehr, Salman
author_facet Li, Songze
Avestimehr, Salman
author_sort Li, Songze
collection CERN
description Coded Computing presents a novel method of computing that uses coding theory to overcome major bottlenecks in large-scale machine learning and big data analytics computing systems.
id cern-2762231
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2020
publisher Now Publishers
record_format invenio
spelling cern-27622312021-04-21T16:39:12Zhttp://cds.cern.ch/record/2762231engLi, SongzeAvestimehr, SalmanCoded computing: mitigating fundamental bottlenecks in large-scale distributed computing and machine learningXXCoded Computing presents a novel method of computing that uses coding theory to overcome major bottlenecks in large-scale machine learning and big data analytics computing systems.Now Publishersoai:cds.cern.ch:27622312020
spellingShingle XX
Li, Songze
Avestimehr, Salman
Coded computing: mitigating fundamental bottlenecks in large-scale distributed computing and machine learning
title Coded computing: mitigating fundamental bottlenecks in large-scale distributed computing and machine learning
title_full Coded computing: mitigating fundamental bottlenecks in large-scale distributed computing and machine learning
title_fullStr Coded computing: mitigating fundamental bottlenecks in large-scale distributed computing and machine learning
title_full_unstemmed Coded computing: mitigating fundamental bottlenecks in large-scale distributed computing and machine learning
title_short Coded computing: mitigating fundamental bottlenecks in large-scale distributed computing and machine learning
title_sort coded computing: mitigating fundamental bottlenecks in large-scale distributed computing and machine learning
topic XX
url http://cds.cern.ch/record/2762231
work_keys_str_mv AT lisongze codedcomputingmitigatingfundamentalbottlenecksinlargescaledistributedcomputingandmachinelearning
AT avestimehrsalman codedcomputingmitigatingfundamentalbottlenecksinlargescaledistributedcomputingandmachinelearning

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