Handbook of Big Data Analytics: Methodologies

Author:   Vadlamani Ravi (Professor, Institute for Development and Research in Banking Technology, Hyderabad, India) ,  Aswani Kumar Cherukuri (Professor, Vellore Institute of Technology, School of Information Technology and Engineering, Vellore, India)
Publisher:   Institution of Engineering and Technology
ISBN:  

9781839530647


Pages:   391
Publication Date:   03 September 2021
Format:   Hardback
Availability:   In Print   Availability explained
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Handbook of Big Data Analytics: Methodologies


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Author:   Vadlamani Ravi (Professor, Institute for Development and Research in Banking Technology, Hyderabad, India) ,  Aswani Kumar Cherukuri (Professor, Vellore Institute of Technology, School of Information Technology and Engineering, Vellore, India)
Publisher:   Institution of Engineering and Technology
Imprint:   Institution of Engineering and Technology
ISBN:  

9781839530647


ISBN 10:   1839530642
Pages:   391
Publication Date:   03 September 2021
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Chapter 1: The impact of Big Data on databases Chapter 2: Big data processing frameworks and architectures: a survey Chapter 3: The role of data lake in big data analytics: recent developments and challenges Chapter 4: Query optimization strategies for big data Chapter 5: Toward real-time data processing: an advanced approach in big data analytics Chapter 6: A survey on data stream analytics Chapter 7: Architectures of big data analytics: scaling out data mining algorithms using Hadoop-MapReduce and Spark Chapter 8: A review of fog and edge computing with big data analytics Chapter 9: Fog computing framework for Big Data processing using cluster management in a resource-constraint environment Chapter 10: Role of artificial intelligence and big data in accelerating accessibility for persons with disabilities Overall conclusions

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Vadlamani Ravi is a professor at the Institute for Development and Research in Banking Technology, Hyderabad, where he spearheads the Center of Excellence in Analytics, the first-of-its-kind in India. He has over 32 years of experience in research and teaching. He is on the Editorial Board several international journals. He has published more than 230 papers in international journals, conferences and book chapters. Aswani Kumar Cherukuri is a professor of the School of Information Technology and Engineering at Vellore Institute of Technology, India. He has almost 20 years of academic and research experience. His research interests include machine learning and information security. He has published more than 150 research papers in various journals and conferences, and executed major research projects funded by Govt. of India. He is a senior member of ACM and life member of CSI, ISTE.

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