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Memory problem

As Jim has indicated, memory usage problems can require very specific diagnostics and code changes,  so generic help is tough to give. 

However, in most cases I have found the dplyr package to be more memory efficient than plyr, so you could consider that. Also, you can be explicit about only saving the minimum results you want to keep rather than making a list of complete results and extracting results later.