High-performance parallel database processing and grid databases /
David Taniar [and others].
- 1 online resource (xvii, 551 pages) : illustrations
- Wiley Series on Parallel and Distributed Computing ; v.67 .
- Wiley series on parallel and distributed computing. .
Includes bibliographical references (pages 511-539) and index.
Part I: Introduction: Introduction -- Analytical models -- Part II: Basic query parallelism: Parallel search -- Parallel sort and group-by -- Parallel join -- Part III: Advanced parallel query processing -- Parallel groupby-join -- Parallel indexing -- Parallel universal qualification -- collection join queries -- Parallel query scheduling and optimization -- Part IV: Grid databases: Transactions in distributed and grid databases -- Grid concurrency control -- Grid transaction atomicity and durability -- Replica management in grids -- Grid atomic commitment in replicated data -- Part V: Other data intensive applications: Parallel online analytic processing (OLAP) and business intelligence -- Parallel data mining -- association rules and sequential patterns -- Parallel clustering and classification.
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"The growth in grid databases, coupled with the utility of parallel query processing, presents an important opportunity to understand and utilize high-performance parallel database processing within a major database management system (DBMS). This important new book provides readers with a fundamental understanding of parallelism in data-intensive applications, and demonstrates how to develop faster capabilities to support them. It presents a balanced treatment of the theoretical and practical aspects of high-performance databases to demonstrate how parallel query is executed in a DBMS, including concepts, algorithms, analytical models, and grid transactions."--Publisher's description.
Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2010.
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212