Handbook of advanced data structures I am looking for a book on advanced data structures that goes beyond what is covered in standard textbooks like Cormen, Leiserson, Rivest, and Stein's "Introduction to Algorithms".
A book that can be used for teaching a graduate level course on advanced data structures like Erik Demaine and André Schulz's Advanced Data Structures course at MIT. 
An encyclopedic handbook of data structures would be even nicer.
I wish I had a good answer for you. I use Book:Fundamental Data Structures (a collection of relevant Wikipedia articles) for my course on this subject but it's not really a complete textbook (for one thing, it has no exercises). CLRS is, I think, at a good level of detail for this sort of class but is missing too many of the important structures.