R memory management / cannot allocate vector of size n Mb

Question

I am running into issues trying to use large objects in R. For example:

> memory.limit(4000)
> a = matrix(NA, 1500000, 60)
> a = matrix(NA, 2500000,         


        

Answer 1

Here is a presentation on this topic that you might find interesting:

http://www.bytemining.com/2010/08/taking-r-to-the-limit-part-ii-large-datasets-in-r/

I haven't tried the discussed things myself, but the bigmemory package seems very useful