I believe this problem was caused by the service itself.
It is very likely that the service has an error, freeze, crash, or too much time to stop properly. Which raise the question when they try to run it.
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"SC query" :
C:\Windows>sc query "MyService" | find "STATE"
STATE : 3 STOP_PENDING
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