By Saumyadipta Pyne, B.L.S. Prakasa Rao, S.B. Rao
This publication has a suite of articles written by means of enormous info specialists to explain many of the state of the art tools and purposes from their respective parts of curiosity, and offers the reader with an in depth evaluate of the sector of huge facts Analytics because it is practiced this present day. The chapters hide technical features of key parts that generate and use monstrous facts akin to administration and finance; drugs and healthcare; genome, cytome and microbiome; graphs and networks; net of items; immense facts criteria; bench-marking of platforms; and others. as well as assorted functions, key algorithmic methods similar to graph partitioning, clustering and finite mix modelling of high-dimensional information also are lined. the numerous choice of subject matters during this quantity introduces the reader to the richness of the rising box of huge info Analytics.
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4 Big Data Security In spite of the advantages oﬀered by Big data analytics on clouds and the idea of Analytics as a Service, there is an increasing concern over the conﬁdentiality of the Big data in these environments . This concern is more serious as increasing amount of conﬁdential user data are migrated to the cloud for processing. Genome sequences, health information, and feeds from social networks are few instances of such data. A proven solution to the conﬁdentiality concerns of sensitive data on cloud is to employ user-side cryptographic techniques for securing the data .
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