no guarantees but two possibilities come to mind -
is autogrow set at a percentage or an amount in MB? If a percentage autogrow will have more work to do as the database grows.
Maybe it just happens to be trying to grow at an inopportune busy time for the server. Increase the size of the database manually yourself at a quite time.
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