K6-operator in kubernetes timout errors

I am getting dial timeout erros when generating mere 4k rps (1k rps per pod) in aks kubernetes cluster which has 20 core CPU and 80 gigs of RAM

Does this thing has anything to do with ulimit settings if yes then how to change the ulimit of the pods ?