Titlebook: Data Management in Cloud, Grid and P2P Systems; 7th International Co Abdelkader Hameurlain,Tran Khanh Dang,Franck Morva Conference proceedi

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Towards Privacy for MapReduce on Hybrid Clouds Using Information Dispersal Algorithmannot collaborate with other nodes. We propose a protocol that allows MapReduce computing nodes to exchange the data and perform IDA-aware MapReduce computation. We conduct experiments on the Grid’5000 testbed and report on performance evaluation of the prototype.

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An Elastic Approximate Similarity Search in Very Large Datasets with MapReduce, range query, and k-nearest neighbour query. Last but not least, these methods, together with our filtering strategies, are implemented and verified by experiments on real large data collections in Hadoop showing their promising effectiveness and efficiency.

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0302-9743 and recommendation; MapReduce framework: data privacy and similarity search; data management in grid systems: protocol and recovery failure.978-3-319-10066-1978-3-319-10067-8Series ISSN 0302-9743 Series E-ISSN 1611-3349

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The Classical Linear Model,The following two chapters will focus on the theory and application of ., which play a major role in statistics. We already studied some examples in Sect. .. In addition to the direct application of linear regression models, they are also the basis of a variety of more complex regression methods.

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