Algorithms and Data Structures for External Memory by VitterAlgorithms and Data Structures for External Memory by Vitter

Algorithms and Data Structures for External Memory

byVitter

Paperback | June 15, 2008

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Data sets in large applications are often too massive to fit completely inside the computer's internal memory. The resulting input/output communication (or I/O) between fast internal memory and slower external memory (such as disks) can be a major performance bottleneck. Algorithms and Data Structures for External Memory surveys the state of the art in the design and analysis of external memory (or EM) algorithms and data structures, where the goal is to exploit locality and parallelism in order to reduce the I/O costs. A variety of EM paradigms are considered for solving batched and online problems efficiently in external memory. Algorithms and Data Structures for External Memory describes several useful paradigms for the design and implementation of efficient EM algorithms and data structures. The problem domains considered include sorting, permuting, FFT, scientific computing, computational geometry, graphs, databases, geographic information systems, and text and string processing. Algorithms and Data Structures for External Memory is an invaluable reference for anybody interested in, or conducting research in the design, analysis, and implementation of algorithms and data structures.
Title:Algorithms and Data Structures for External MemoryFormat:PaperbackDimensions:8.75 × 6.35 × 0.68 inPublished:June 15, 2008Publisher:World Scientific PublishingLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:1601981066

ISBN - 13:9781601981066

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