Scalable algorithms for data and network analysis

In the age of Big Data, efficient algorithms are in high demand. It is also essential that efficient algorithms should be scalable. This book surveys a family of algorithmic techniques for the design of scalable algorithms. These techniques include local network exploration, advanced sampling, spars...

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Detalles Bibliográficos
Autor principal: Teng, Shang-Hua
Lenguaje:eng
Publicado: Now Publishers 2016
Materias:
XX
Acceso en línea:http://cds.cern.ch/record/2762188
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author Teng, Shang-Hua
author_facet Teng, Shang-Hua
author_sort Teng, Shang-Hua
collection CERN
description In the age of Big Data, efficient algorithms are in high demand. It is also essential that efficient algorithms should be scalable. This book surveys a family of algorithmic techniques for the design of scalable algorithms. These techniques include local network exploration, advanced sampling, sparsification, and geometric partitioning.
id cern-2762188
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2016
publisher Now Publishers
record_format invenio
spelling cern-27621882021-04-21T16:39:13Zhttp://cds.cern.ch/record/2762188engTeng, Shang-HuaScalable algorithms for data and network analysisXXIn the age of Big Data, efficient algorithms are in high demand. It is also essential that efficient algorithms should be scalable. This book surveys a family of algorithmic techniques for the design of scalable algorithms. These techniques include local network exploration, advanced sampling, sparsification, and geometric partitioning.Now Publishersoai:cds.cern.ch:27621882016
spellingShingle XX
Teng, Shang-Hua
Scalable algorithms for data and network analysis
title Scalable algorithms for data and network analysis
title_full Scalable algorithms for data and network analysis
title_fullStr Scalable algorithms for data and network analysis
title_full_unstemmed Scalable algorithms for data and network analysis
title_short Scalable algorithms for data and network analysis
title_sort scalable algorithms for data and network analysis
topic XX
url http://cds.cern.ch/record/2762188
work_keys_str_mv AT tengshanghua scalablealgorithmsfordataandnetworkanalysis

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