A policy based framework for quality of service management in software defined networks

• Published in: Telecommunication systems 2021-11, Vol.78 (3), p.331-349
• Main Authors: Kamboj, Priyanka, Pal, Sujata
• Format: Article
• Language: English
• Subjects: Artificial Intelligence; Business and Management; Communications traffic; Computer architecture; Computer Communication Networks; Delay; Heuristic methods; IT in Business; Multimedia; Parameter identification; Polynomials; Probability Theory and Stochastic Processes; Quality of service; Quality of service architectures; Software-defined networking; Switches; Telecommunications systems; Traffic congestion; Traffic control; Traffic flow; Vibration
• ISSN: 1018-4864; 1572-9451
• DOI: 10.1007/s11235-021-00816-8

Growth in multimedia traffic over the Internet increases congestion in the network architecture. Software-Defined Networking (SDN) is a novel paradigm that solves the congestion problem and allows the network to be dynamic, intelligent, and it centrally controls the network devices. SDN has many advantages in comparison to traditional networks, such as separation of forwarding and control plane from devices, global centralized control, management of network traffic. We design a policy-based framework to enhance the Quality of Service (QoS) of multimedia traffic flows in a potential SDN environment. We phrase a max-flow-min-cost routing problem to determine the routing paths and presented a heuristic method to route the traffic flows in the network in polynomial time. The framework monitors the QoS parameters of traffic flows and identifies policy violations due to link congestion in the network. The introduced approach dynamically implements policy rules to SDN switches upon detection of policy violations and reroutes the traffic flows. The results illustrate that the framework achieves a reduction in end-to-end delay, average jitter, and QoS violated flows by 24%, 37%, and 25%, respectively, as compared to the Delay Minimization method. Furthermore, the proposed approach has achieved better results when compared to SDN without policy-based framework and reduced end-to-end delay, average jitter, and QoS violated flows by 51%, 62%, and 28%, respectively.