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Big Data Analytics

Methods and Applications

  • Saumyadipta Pyne
  • B.L.S. Prakasa Rao
  • S.B. Rao

Table of contents

  1. Front Matter
    Pages i-xii
  2. Saumyadipta Pyne, B. L. S. Prakasa Rao, S. B. Rao
    Pages 1-10
  3. Murali K. Pusala, Mohsen Amini Salehi, Jayasimha R. Katukuri, Ying Xie, Vijay Raghavan
    Pages 11-40
  4. Sharon X. Lee, Geoffrey McLachlan, Saumyadipta Pyne
    Pages 57-74
  5. Bikram Karmakar, Indranil Mukhopadhayay
    Pages 75-93
  6. Yogesh Simmhan, Srinath Perera
    Pages 115-135
  7. Dinkar Sitaram, K. V. Subramaniam
    Pages 137-161
  8. Chittaranjan Hota, Pratik Narang, Jagan Mohan Reddy
    Pages 163-187
  9. Chaitanya Baru, Tilmann Rabl
    Pages 189-199
  10. Shivani Batra, Shelly Sachdeva
    Pages 201-219
  11. Binay Panda
    Pages 259-276

About this book

Introduction

This book has a collection of articles written by Big Data experts to describe some of the cutting-edge methods and applications from their respective areas of interest, and provides the reader with a detailed overview of the field of Big Data Analytics as it is practiced today. The chapters cover technical aspects of key areas that generate and use Big Data such as management and finance; medicine and healthcare; genome, cytome and microbiome;  graphs and networks; Internet of Things; Big Data standards; bench-marking of systems; and others. In addition to different applications, key algorithmic approaches such as graph partitioning, clustering and finite mixture modelling of high-dimensional data are also covered. The varied collection of themes in this volume introduces the reader to the richness of the emerging field of Big Data Analytics.

Keywords

Big Data Computational Statistics Data Mining High-dimensional Data Data Science

Editors and affiliations

  • Saumyadipta Pyne
    • 1
  • B.L.S. Prakasa Rao
    • 2
  • S.B. Rao
    • 3
  1. 1.Indian Institute of Public Health HyderabadIndia
  2. 2.CRRao AIMSCSUniversity of Hyderabad Campus CRRao AIMSCSHyderabadIndia
  3. 3.CRRao AIMSCSUniversity of Hyderabad Campus CRRao AIMSCSHyderabadIndia

Bibliographic information