My backend logs show response times generally less than 2ms and with 4 instances backends can handle 2000 reqs/sec. But when I look at nginx logs I see response times around 200ms and i think nginx is the main problem with my situation. Posted at Nginx Forum: http://forum.nginx.org/read.php?2,243246,243405#msg-243405