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Part of book or chapter of book . 2000 . Peer-reviewed

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Data Parallelism, Control Parallelism, and Related Issues

descriptionPublicationkeyboard_double_arrow_right Part of book or chapter of book , Other literature type 01 Jan 2000Publisher:Springer US

Authors: Simon H. Lavington; Alex A. Freitas;

doi: 10.1007/978-1-4615-5521-6_8

Data Parallelism, Control Parallelism, and Related Issues

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Abstract

This Chapter focuses on the differences between control parallelism and data parallelism, which are important to understand the discussion about parallel data mining in later Chapters of this book. After an introduction to control and data parallelism, we discuss the effect of exploiting these two kinds of parallelism in three important issues, namely easy of use, machine-architecture independence and scalability. Then we discuss the related issues of data partitioning and data placement, which form the basis for the exploitation of data parallelism.

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University of Essex
United Kingdom

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