QLearning based business differentiating routing mechanism in SDN architecture
With the diversified development of the current network,users’ demand grows as well which brings great challenge for its load ability.A QLearning based business differentiating routing mechanism in SDN architecture was proposed to guarantee users’ routing QoS.To do that,four modules (discovery of li...
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| Format: | Article |
| Language: | English |
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POSTS&TELECOM PRESS Co., LTD
2018-09-01
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| Series: | 网络与信息安全学报 |
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| Online Access: | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2018073 |
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| _version_ | 1841530107990114304 |
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| author | Zijin JIN Julong LAN Yiming JIANG Penghao SUN Peng WEI |
| author_facet | Zijin JIN Julong LAN Yiming JIANG Penghao SUN Peng WEI |
| author_sort | Zijin JIN |
| collection | DOAJ |
| description | With the diversified development of the current network,users’ demand grows as well which brings great challenge for its load ability.A QLearning based business differentiating routing mechanism in SDN architecture was proposed to guarantee users’ routing QoS.To do that,four modules (discovery of link,classification of link,intensive learning and Q-value table sending) were designed to assign different paths to data streams of different attributes.The experiment shows that the proposed algorithm can decrease the packet loss rate to less than 5% and for some of the data streams,this rate is almost 0,simultaneously,it also helps the delay problem. |
| format | Article |
| id | doaj-art-0c8b1d37bc974ea2b960154634b9261b |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2018-09-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-0c8b1d37bc974ea2b960154634b9261b2025-01-15T03:13:00ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2018-09-014172259554195QLearning based business differentiating routing mechanism in SDN architectureZijin JINJulong LANYiming JIANGPenghao SUNPeng WEIWith the diversified development of the current network,users’ demand grows as well which brings great challenge for its load ability.A QLearning based business differentiating routing mechanism in SDN architecture was proposed to guarantee users’ routing QoS.To do that,four modules (discovery of link,classification of link,intensive learning and Q-value table sending) were designed to assign different paths to data streams of different attributes.The experiment shows that the proposed algorithm can decrease the packet loss rate to less than 5% and for some of the data streams,this rate is almost 0,simultaneously,it also helps the delay problem.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2018073SDNQLearning algorithmbusiness differentiatingmultipath routing |
| spellingShingle | Zijin JIN Julong LAN Yiming JIANG Penghao SUN Peng WEI QLearning based business differentiating routing mechanism in SDN architecture 网络与信息安全学报 SDN QLearning algorithm business differentiating multipath routing |
| title | QLearning based business differentiating routing mechanism in SDN architecture |
| title_full | QLearning based business differentiating routing mechanism in SDN architecture |
| title_fullStr | QLearning based business differentiating routing mechanism in SDN architecture |
| title_full_unstemmed | QLearning based business differentiating routing mechanism in SDN architecture |
| title_short | QLearning based business differentiating routing mechanism in SDN architecture |
| title_sort | qlearning based business differentiating routing mechanism in sdn architecture |
| topic | SDN QLearning algorithm business differentiating multipath routing |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2018073 |
| work_keys_str_mv | AT zijinjin qlearningbasedbusinessdifferentiatingroutingmechanisminsdnarchitecture AT julonglan qlearningbasedbusinessdifferentiatingroutingmechanisminsdnarchitecture AT yimingjiang qlearningbasedbusinessdifferentiatingroutingmechanisminsdnarchitecture AT penghaosun qlearningbasedbusinessdifferentiatingroutingmechanisminsdnarchitecture AT pengwei qlearningbasedbusinessdifferentiatingroutingmechanisminsdnarchitecture |