SUM does not save baselines after a Remote Desktop session
SUM does not save baseline or node information between Remote Desktop sessions.
Remote Desktop does not save the temporary folders between sessions.
For more information, see the article on the Microsoft website
https://technet.microsoft.com/en-us/library/cc755098.aspx.