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After trying out several things, finaly we can say that the main problem are the usage of SWAP and Overcommitting of Memory, probably the fair I/O scheduler in the Linux Kernel. After disabling Swap and overcommitting memory and enabling the noop I/O scheduler, no crash happened within 8 hours of above fio load.
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