Fourth Paradigm, an E-Sceince book by MSR

Microsoft Research has published this book "Fourth Paradigm", which describes how to handle very large data sets. If you are interested in E-Science use cases, this seems very good reading. It is partly based on Jim Gary's last work. The book is free and can be downloaded from here.