bigmemory is an R package that "supports the creation, storage, access, and manipulation of massive matrices". Don't drown in the data is a paper by John W. Emerson and Michael J. Kane in the recent issue of Significance (unfortunately the paper is not open access). The authors describes the basic ideas behind bigmemory and why they started the project.