Dirk Eddelbuettel Thinking inside the box
 
Mon, 30 Nov 2009

Updated slides for 'Introduction to HPC with R'
As mentioned yesterday, I spent a few days last week in Japan as I had an opportunity to present the Introduction to High-Performance Computing with R tutorial at the Institute for Statistical Mathematics in Tachikawa near Tokyo thanks to an invitation by Junji Nakano.

An updated version of the presentations slides (with a few typos corrected) is now available as is a 2-up handout version. Compared to previous versions, and reflecting the fact that this was the 'all-day variant' of almost five hours of lectures, the following changes were made:

  • the 'parallel computing' section was expanded further with discussion of the recent R packages multicore, iterators, foreach, doNWS, doSNOW, doMPI;
  • a first discussion of GPU computing using the gputools package was added;
  • the section on 'out of memory computing' using ff, bigmemory and biglm (including an example borrowed from Jay Emerson) reappeared in this longer version;
  • minor fixes and polishing throughout.

Comments and suggestions are, as always, appreciated.

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