Solution:

  1. Stop the Windows Update service
  2. Backup the files inside C:\Windows\SoftwareDistribution\DataStore\
  3. Delete all of the contents inside C:\Windows\SoftwareDistribution\DataStore\Logs\
  4. Start the Windows Update service.
  5. Check if your WSUS is running.

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