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Please download and do a manual upgrade to 4.0.12 again. the latest build is more aggressive in closing files, it may solve your problem.
Since the web server load is pretty high, I think it is better to have a dedicate DB server.
If DB server is not that busy, you can use it as secondary web server by routing some PHP requests to it.
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