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I am using Centos web panel, though it is not user friendly as Control Panel. My wordpress websites also get down suddenly and not log record are displayed. I have to restart the server in every 3-4 days.
You need to make sure that your website is well optimised:
Of course adding some additional RAM might still be beneficial.
Those are just some basic suggestions.