WORKAROUND 1
Keep any file on the Sharepoint server open for writing.
WORKAROUND 2
Map a Drive to the Sharepoint path. Even though Toad does not allow to enter the mapped file name, the issue is still solved.
WORKAROUND 3
Change some of the parameters in the Registry under HKEY_LOCAL_MACHINE\SYSTEM\CurrentControlSet\services\NetBT\Parameters:
Change the amount of time that Windows times-out. Note that this will effect you every time you enter a wrong UNC path.
Change the amount of time a Session remains in memory. Note that this will not help if you restart the Computer.
WORKAROUND 4
Map the Server in the hosts file
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