Parallel r pdf download

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First, the general principle of parallelizing simple tasks is briefly illustrated based on a statistical cross-validation example.

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Afterwards, the usage of each of the introduced packages is being demonstrated on the example.

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Due to the increasing availability of powerful hardware resources, parallel computing is becoming an important issue, as a noticeable speedup may be achieved.Furthermore, we address some specific features of the packages and provide guidance for selecting an adequate package for the computing environment at hand.

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The statistical programming language R allows for parallel computing on computer clusters as well as multicore systems through several packages.


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