Handbook of Big Data Analytics. Volume 1 : Methodologies / Vadlamani Ravi; Aswani Kumar Cherukuri [Eds].

Format:

• Book

Contributor:

• Ravi, Vadlamani, editor.
• Cherukuri, Aswani Kumar, editor.

Series:

• Computing.
• Computing

Language:

English

Subjects (All):

• Analysis.
• Data mining.
• Information storage and retrieval systems.
• Database management.
• Parallel processing (Electronic computers).

Physical Description:

1 online resource (391 pages).

Place of Publication:

Stevenage : IET, 2021.

System Details:

text file

Summary:

This handbook is the first volume in the two-volume series on big data analytics. It consists of 10 chapters considering the following topics: the impact of big data on databases; big data processing frameworks and architectures; data lake; query optimization strategies; real-time data processing; architectures; data stream analytics; data mining algorithms; Hadoop-MapReduce and Spark; fog and edge computing; cluster management in a resource-constraint environment; artificial intelligence; and accessibility for persons with disabilities.

ISBN:

9781839530586

Access Restriction:

Restricted for use by site license.