Cross-cloud MapReduce for Big Data
IEEE Transactions on Cloud Computing(2020)
摘要
MapReduce plays a critical role as a leading framework for big data analytics. In this paper, we consider a geo-distributed cloud architecture that provides MapReduce services based on the big data collected from end users all over the world. Existing work handles MapReduce jobs by a traditional computation-centric approach that all input data distributed in multiple clouds are aggregated to a vir...
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关键词
Cloud computing,Computer architecture,Distributed databases,Optimization,Big data,Routing,Clustering algorithms
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