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Analyse des réseaux sociaux

Analyse des réseaux sociaux

          
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About the Book

L'analyse des réseaux sociaux est utilisée pour extraire les caractéristiques des communautés humaines et s'avère très utile dans une variété de domaines scientifiques. Le jeu de données d'un réseau social est souvent tel qu'un grand service d'analyse de données dans le nuage, dans lequel le calcul est effectué sur une plateforme parallèledans le nuage, devient un bon choix pour les chercheurs non expérimentés en programmation parallèle.Dans le nuage, l'un des principaux obstacles à l'efficacité des calculs et de l'analyse des données est ledéséquilibre de la communication (c'est-à-dire le déséquilibre de la charge) entre les ordinateurs, causé par le comportement de groupe de l'humanité(par exemple, l'effet bandwagon). Les techniques traditionnelles d'équilibrage de charge nécessitent soitun effort significatif pour rééquilibrer les charges sur le noeud, ou ne peuvent pas bien gérer les traînards. Une approche générale tenant compte de l'exécution des traînards, SAE, pour prendre en charge le service d'analysedans le nuage. Elle propose une nouvelle méthode de calcul qui décompose les facteurs de stragglersdes processus d'extraction de caractéristiques en sous-processus plus fins, qui sont ensuite distribués sur des grappes d'ordinateurs pour une exécution parallèle. Les résultats expérimentaux montrent que SAE peut accélérer l'analyse jusqu'à 1,77 fois par rapport aux solutions de pointe.


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Product Details
  • ISBN-13: 9786203609844
  • Publisher: KS Omniscriptum Publishing
  • Publisher Imprint: Editions Notre Savoir
  • Height: 229 mm
  • No of Pages: 64
  • Spine Width: 4 mm
  • Width: 152 mm
  • ISBN-10: 6203609846
  • Publisher Date: 09 Apr 2021
  • Binding: Paperback
  • Language: French
  • Returnable: N
  • Weight: 109 gr


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