Abstract
For the diversity of applications and traffic, the requirement of Quality of Service (QoS) is various. In order to improve utilization of resource, performance of the network and experience of users, the QoS aware routing approaches have been researched. As the Software Defined Networking (SDN) emerging and the machine learning developing, this paper proposes a mechanism based on flow classification and routing strategy selection. This architecture is running as modules on SDN controller. In Mininet platform, we conducted experiments on POX controller to verify effective of our design and test the performance. The measuring results show that throughput and delay of the network is distinct while using different routing theory.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Vissicchio, S., Tilmans, O., Vanbever, L., et al.: Central control over distributed routing. In: SIGCOMM 2015, 17–21 August, vol. 45, no. 5, pp. 43–56 (2015)
Han, L., Sun, S., Joo, B., et al.: QoS-aware routing mechanism in OpenFlow-enabled wireless multimedia sensor networks. Int. J. Distributed Sensor Netw. 12(7), 9378120 (2016)
OpenFlow Specification. Open Networking Foundation. https://www.opennetworking.org/sdn-resources/onfspecifications/openflow
Liu, J., Li, J., Shou, G., et al.: SDN based load balancing mechanism for elephant flow in data center networks. In: International Symposium on Wireless Personal Multimedia Communications, pp. 486–490. IEEE (2014)
Craig, A., Nandy, B., Lambadaris, I., et al.: Load balancing for multicast traffic in SDN using real-time link cost modification. In: IEEE International Conference on Communications, pp. 5789–5795. IEEE (2015)
Li, J., Chang, X., Ren, Y., et al.: An effective path load balancing mechanism based on SDN. In: IEEE International Conference on Trust, Security and Privacy in Computing and Communications, pp. 527–533. IEEE (2014)
Durner, R., Blenk, A., Kellerer, W.: Performance study of dynamic QoS management for OpenFlow-enabled SDN switches. In: IEEE International Symposium on Quality of Service, pp. 177–182. IEEE (2015)
Mizrahi, T., Saat, E., Moses, Y.: Timed consistent network updates in software-defined networks. IEEE/ACM Trans. Netw. 24, 1–14 (2016)
Abu Alsheikh, M., Lin, S., Niyato, D., et al.: Machine learning in wireless sensor networks: algorithms, strategies, and applications. IEEE Commun. Surv. Tutor. 16(4), 1996–2018 (2014)
Mininet. http://mininet.org/
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this paper
Cite this paper
Li, X., Qin, Y., Fu, H., Zhang, Z., Lin, X. (2018). Intelligent Perceptive QoS Based Centralized Admission Control for Route Computing. In: Zu, Q., Hu, B. (eds) Human Centered Computing. HCC 2017. Lecture Notes in Computer Science(), vol 10745. Springer, Cham. https://doi.org/10.1007/978-3-319-74521-3_19
Download citation
DOI: https://doi.org/10.1007/978-3-319-74521-3_19
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-74520-6
Online ISBN: 978-3-319-74521-3
eBook Packages: Computer ScienceComputer Science (R0)