Intelligent routing method based on Dueling DQN reinforcement learning and network traffic state prediction in SDN-Reference-Cited by-同舟云学术

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Intelligent routing method based on Dueling DQN reinforcement learning and network traffic state prediction in SDN

Published:2022-07-09 Issue: Volume: Page:
ISSN:1022-0038
Container-title:Wireless Networks
language:en
Short-container-title:Wireless Netw

Author:

Huang Linqiang,Ye Miao,Xue Xingsi,Wang Yong,Qiu Hongbing,Deng Xiaofang

Funder

National Natural Science Foundation of China

Guangxi Natural Science Foundation of China

Director Fund project of Key Laboratory of Cognitive Radio and Information Processing of Ministry of Education

Innovation Project of Guangxi Graduate Education

Publisher

Springer Science and Business Media LLC

Subject

Electrical and Electronic Engineering,Computer Networks and Communications,Information Systems

Link

https://link.springer.com/content/pdf/10.1007/s11276-022-03066-x.pdf

Reference53 articles.

1. Nunes, B. A. A., Mendonca, M., Nguyen, X. N., Obraczka, K., & Turletti, T. (2014). A survey of software-defined networking: Past, present, and future of programmable networks. IEEE Communications Surveys and Tutorials, 16(3), 1617–1634. https://doi.org/10.1109/surv.2014.012214.00180

2. Sun, P., Yu, M., Freedman, M. J., Rexford, J., & Walker, D. (2015). Hone: Joint host-network traffic management in software-defined networks. Journal of Network and Systems Management, 23(2), 374–399. https://doi.org/10.1007/s10922-014-9321-9

3. Guerin, R. A., Orda, A., & Williams, D. (1997). QoS routing mechanisms and OSPF extensions. In GLOBECOM 97. IEEE Global Telecommunications Conference, pp. 1903–1908. IEEE. https://doi.org/10.17487/rfc2676

4. Verma, A., & Bhardwaj, N. (2016). A review on routing information protocol (RIP) and open shortest path first (OSPF) routing protocol. International Journal of Future Generation Communication and Networking, 9(4), 161–170. https://doi.org/10.14257/ijfgcn.2016.9.4.13

5. Ni, W., Huang, C., Wu, J., & Savoie, M. (2013). Availability of survivable Valiant load balancing (VLB) networks over optical networks. Optical Switching and Networking, 10(3), 274–289. https://doi.org/10.1016/j.osn.2013.02.002

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