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