This is an updated version of yesterday’s post with corrected URLs — by
copy-and-pasting I had still referenced the previous slides from UseR! 2009
in Rennes instead of last Friday’s slides from the ISM presentation in Tokyo.
page had the correct URLs, and this has been corrected below for this
re-post. My apologies!
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
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.