Best sources on data stream algorithms
Piotr Indyk has some lecture notes on streaming and related topics at stellar.mit.edu/S/course/6/fa07/6.895

A MADALGO summer school a few years ago also has some good notes. I would say all the papers listed in the bibliography there are good reads for anyone interested in the area.