We can get 513558 IOPS in 4K read per nvme by fio but only 45146 IOPS
per OSD.by rados.

Don't expect Ceph to fully utilize NVMe's, it's software and it's slow :) some colleagues tell that SPDK works out of the box, but almost doesn't increase performance, because the userland-kernel interaction isn't the bottleneck currently, it's Ceph code itself. I also tried once, but I couldn't make it work. When I have some spare NVMe's I'll make another attempt.

So... try it and share your results here :) we're all interested.

--
With best regards,
  Vitaliy Filippov
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