Download e-book for iPad: Big Data Analytics: Methods and Applications by Saumyadipta Pyne, B.L.S. Prakasa Rao, S.B. Rao

Download e-book for iPad: Big Data Analytics: Methods and Applications by Saumyadipta Pyne, B.L.S. Prakasa Rao, S.B. Rao

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 [6]. 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 [6].

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Eur J Oper Res 166(2):557–575 59. VC funding trends in big data (IDC report). com/blog/vc-funding-trendsbig-data-idc-report/. Accessed 28 Feb 2015 60. Wang J, Gong W, Varman P, Xie C (2012) Reducing storage overhead with small write bottleneck avoiding in cloud raid system. In: Proceedings of the 2012 ACM/IEEE 13th international conference on grid computing, GRID ’12, pp 174–183, Washington, DC, USA, 2012. IEEE Computer Society 61. Wolpin S (2006) An exploratory study of an intranet dashboard in a multi-state healthcare system 62.

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