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Hyper-V Dynamic Memory not working in Windows 2008 VM

I recently had this issue while virtualising a batch of servers. Even after installing the Hyper-V Integration Services Dynamic Memory still was not updating properly.

This is apparently a known issue and the resolution most of the time is installing this Hotfix