Thanks for reply ,

We are going to set up a network trace tonight. Other thing I was thinking we have Transaction replication that is on 24 hours and SQL might be fighting for resources.

so tomorrow we are going to turn off replication and see if that helps. Microsoft don't have a clue what could be root cause of this problem.