I'd suggest to check your system settings against recommended settings for BIOS (CPU power management states, PCIe bus), interrupt moderation, NUMA tuning according to guide at:
and here are irq affinity tuning scripts:
http://www.mellanox.com/related-docs/prod_software/mlnx_irq_affinity.tgz