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D3-MapReduce: Towards MapReduce for Distributed and Dynamic Data Sets

Haiwu He, Anthony Simonet, Julio Anjos Jose-Francisco Saray, Gilles Fedak, Bing Tang, Lu Lu, Xuanhua Shi, Hai Jin, Mircea Moca, Gheorghe Cosmin Silaghi, Asma Ben Cheikh, Heithem Abbes
2015 2015 IEEE International Conference on Smart City/SocialCom/SustainCom (SmartCity)  
Our approach leverages Data Life Cycle as a key concept to provide MapReduce for distributed and dynamic data sets on heterogeneous and distributed infrastructures.  ...  The ambition of D 3 -MapReduce is to extend the MapReduce programming model and propose efficient implementation of this model to: i) cope with distributed data sets, i.e. that span over multiple distributed  ...  MAPREDUCE FOR HYBRID DCIS AND DYNAMIC DATASETS In this section, we report on preliminary works to achieve MapReduce on hybrid DCI and MapReduce for dynamic datasets thanks to our Data Life Cycle Management  ... 
doi:10.1109/smartcity.2015.141 dblp:conf/smartcity/HeSSFTLSJMSCA15 fatcat:er5vyaxk7vgqpmqqiofqovajzq