IT has made rapid improvement recent years. Private cloud even Docker makes application more and more dynamic. And Internet+ demands high customer experience and security. But traditional system operation and monitor is not suit to these changes. This article raises one solution based on application DPI and big data mining to improve operation ability of system operation.