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Big Data Management in the Cloud: Evolution or Crossroad?

Abdelkader Hameurlain 1 Franck Morvan 1 
1 IRIT-PYRAMIDE - Optimisation Dynamique de Requêtes Réparties à grande échelle
IRIT - Institut de recherche en informatique de Toulouse
Abstract : In this paper, we try to provide a synthetic and comprehensive state of the art concerning big data management in cloud environments. In this perspective, data management based on parallel and cloud (e.g. MapReduce) systems are overviewed, and compared by relying on meeting software requirements (e.g. data independence, software reuse), high performance, scalability, elasticity, and data availability. With respect to proposed cloud systems, we discuss evolution of their data manipulation languages and we try to learn some lessons should be exploited to ensure the viability of the next generation of large-scale data management systems for big data applications.
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Submitted on : Wednesday, March 8, 2017 - 10:01:39 AM
Last modification on : Wednesday, June 1, 2022 - 4:09:38 AM
Long-term archiving on: : Friday, June 9, 2017 - 12:53:40 PM


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  • HAL Id : hal-01485006, version 1
  • OATAO : 17166


Abdelkader Hameurlain, Franck Morvan. Big Data Management in the Cloud: Evolution or Crossroad?. Beyond Databases, Architectures and Structures (BDAS 2016), May 2016, Ustron, Poland. pp. 23-38. ⟨hal-01485006⟩



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