Large data set in R

Hello,

I'm trying to use R statistical packages to do ANOVA analysis using aov() and lm().
I'm having a problem when I have a large data set for input data from Full Factorial Design Experiment with replications.
R seems to store everything in the memory and it fails when memory is not enough to hold the massive computation.

Have anyone successfully used R to do such analysis before? Are there any work around on this problem?

Thanks,

Hardi