TS QNAP 453A recurring problems

Looking at the load after you turn it off and then on again doesn’t provide any value. Run statistics to a log (preferably on a different system) or look at the services you have running. Maybe it is simply running out of resources?

Is it stock hardware or have you modified it (RAM upgrade etc)?
What services are actually running?
Have you tried drive diagnostics?