First that comes to my mind is security.
Almost all distributed protocols that I know have encryption, thats why they prevent security risks. Although this subject is not so innovative..
http://www.igvita.com/2009/03/03/collaborative-map-reduce-in-the-browser/
Also Wuala is a distributed system, that is implemented using java applet.
