Big Data Analytics

Methods and Applications

By: B.L.S. Prakasa Rao (Editor), Saumyadipta Pyne (Editor), S.B. Rao (Editor)

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Hardcover | 21 October 2016

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Hardcover
290 Pages

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23.5 x 15.5 x 2.54

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Chapter 1. Introduction: The Promises and Challenges of Big Data Analytics.- Chapter 2. Massive Data Analysis: Tasks, Tools, Applications and Challenges.- Chapter 3. Statistical Challenges with Big Data in Management Science.- Chapter 4. Application of Mixture Models to Large Datasets.- Chapter 5. An Efficient Partition-Repetition Approach in Clustering of Big Data.- Chapter 6. Multithreaded Graph Algorithms for Large-scale Analytics.- Chapter 7. On-line Graph Partitioning with an Affine Message Combining Cost Function.- Chapter 8. Big Data Analytics Platforms for Real-time Applications in IoT.- Chapter 9. Complex Event Processing in Big Data Systems.- Chapter 10. Unwanted Traffic Identification in Large-scale University Networks: A Case Study.- Chapter 11. Application-Level Benchmarking of Big Data Systems.- Chapter 12. Managing Large Scale Standardized Electronic Healthcare Records.- Chapter 13. Microbiome Data Mining for Microbial Interactions and Relationships.- Chapter 14. A Nonlinear Technique for Analysis of Big Data in Neuroscience.- Chapter 15. Big Data and Cancer Research.

Industry Reviews

"The editors of this volume have assembled 13 papers by big data experts who participated in that conference, covering analytics and algorithms, benchmarks, use cases, problem statements, and solutions. ... The book could serve as supplemental recommended reading for graduate data analytics courses ... ." (Harry J. Foxwell, Computing Reviews, April, 2017)

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