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You have plenty of available memory as far as I can see. The high amount of swap is because there are inactive regions of memory that were swapped out to have memory ready and available.
This can be controlled by tuning vm.swappiness kernel parameter that is set too high for servers by default. My personal opinion is that it shall be set to something like 20 or even 10.
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