To approach a fair-use, and flexible network with essential quality, there are several open issues. First, to have better control of bandwidth optimization, selecting a service-aware allocation mechanism is necessary. Second, satisfying all user requirements and finding suitable corresponding paths is quite hard. Therefore, to keep network system to be efficient, end-user traffic has to be supervised. On the other hand, for gaining more control and security capabilities for data transmission, it is necessary to establish a method to deal with traffic flows. Hence, integrating SDN and AI technologies is a good choice to get ability to arrange suitable resources for satisfying application/service requirements in network transmission.