SQL Server CE v3.1 Downloads and Information
Q: Is there a good whitepaper/documentation that describes the SSCE components?
A: Yes there is a knowledge base article, http://support.microsoft.com/?kbid=920700, lists the major changes (since v3.0), all relevant downloads, performance gains in the new runtime and a list of known issues with v3.1 (mostly related to working under Vista).