Elasticsearch instance hangs for a while

I have an instance of elasticsearch (v8.6.1) with single node configuration.

The hardware spec is:
RAM: 32GB
Storage: 1TB NVME-M2
CPU: 20 core

Currently less than 30% of storage is used and swap is off.

The problem I have is that sometimes when indexing documents, server hangs and doesn't respond. I had difficulty in communicating with server through ssh too in that period, but after some struggle, the output of atop command shows iosome 90% and iofull 90%. Also during the time that elastic does not respond, the CPU usage is below 5%, so the problem should not be relate to over CPU utilization.
I couldn't find any solution, so any help would be appreciated.

Thanks.

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