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parallel package support for parallel computation rdrr io find an r package r language docs run r in your browser home r documentation parallel parallel package support for parallel computation parallel package support for parallel computation parallel package r documentation support for parallel computation description support for parallel computation including random number generation details this package was first included with r 2 14 0 in 2011 there is support for multiple rng streams with the l ecuyer cmrg rng see nextrngstream it contains functionality derived from and pretty much equivalent to that contained in packages multicore formerly on cran with some low level functions renamed and not exported and snow for socket clusters only but mpi and nws clusters generated by snow are also supported there have been many enhancements and bug fixes since 2011 this package also provides makeforkcluster to create socket clusters by forking not windows for a complete list of exported functions use library help parallel author s brian ripley luke tierney and simon urbanek maintainer r core team r core r project org see also parallel computation involves launching worker processes functions psnice and pskill in package tools provide means to manage such processes parallel clusterapply apply operations using clusters detectcores detect the number of cpu cores makecluster create a parallel socket cluster parallel package support for parallel computation rngstream implementation of pierre l ecuyer s rngstreams splitindices divide tasks for distribution in a cluster unix children low level functions for management of forked processes unix mcaffinity get or set cpu affinity mask of the current process unix mcfork fork a copy of the current r process unix mclapply parallel versions of lapply and mapply using forking unix mcparallel evaluate an r expression asynchronously in a separate process unix pvec parallelize a vector map function using forking windows mcdummies serial versions of mclapply mcmapply and pvec what can we improve the page or its content looks wrong i can t find what i m looking for i have a suggestion other extra info optional submit improve this page r package documentation rdrr io home r language documentation run r code online browse r packages cran packages bioconductor packages r forge packages github packages we want your feedback note that we can t provide technical support on individual packages you should contact the package authors for that tweet to rdrrhq github issue tracker ian mutexlabs com personal blog embedding an r snippet on your website add the following code to your website remove this copy to clipboard for more information on customizing the embed code read embedding snippets close