DL-assisted programmable multilayer network application awareness system for IP-over-EON
In order to realize real-time and fine-granularity network monitoring and adjustment,and satisfy the specific QoS demands of various applications,a deep learning (DL) assisted programmable multilayer network application performance awareness system for IP-over-EON was proposed.The distributed networ...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2019-11-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019229/ |
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| _version_ | 1841539348130955264 |
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| author | Zuqing ZHU Jiawei KONG Bin NIU Shaofei TANG Hongqiang FANG Siqi LIU |
| author_facet | Zuqing ZHU Jiawei KONG Bin NIU Shaofei TANG Hongqiang FANG Siqi LIU |
| author_sort | Zuqing ZHU |
| collection | DOAJ |
| description | In order to realize real-time and fine-granularity network monitoring and adjustment,and satisfy the specific QoS demands of various applications,a deep learning (DL) assisted programmable multilayer network application performance awareness system for IP-over-EON was proposed.The distributed network monitoring based on network application performance awareness was combined with centralized network management.The multilayer and fine-grained network monitoring was implemented by distributed network monitoring,and the data analysis through DL was performed.Experimental results indicate that by combining distributed and centralized processing seamlessly,the proposed network monitoring system can not only realize timely and automatic network control and management but also provide superior scalability. |
| format | Article |
| id | doaj-art-5ad0c9be127946fd8cc5527c11e98355 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2019-11-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-5ad0c9be127946fd8cc5527c11e983552025-01-14T07:18:16ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2019-11-014017117959732156DL-assisted programmable multilayer network application awareness system for IP-over-EONZuqing ZHUJiawei KONGBin NIUShaofei TANGHongqiang FANGSiqi LIUIn order to realize real-time and fine-granularity network monitoring and adjustment,and satisfy the specific QoS demands of various applications,a deep learning (DL) assisted programmable multilayer network application performance awareness system for IP-over-EON was proposed.The distributed network monitoring based on network application performance awareness was combined with centralized network management.The multilayer and fine-grained network monitoring was implemented by distributed network monitoring,and the data analysis through DL was performed.Experimental results indicate that by combining distributed and centralized processing seamlessly,the proposed network monitoring system can not only realize timely and automatic network control and management but also provide superior scalability.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019229/deep learningelastic optical networkmulti-layer in-band network telemetry |
| spellingShingle | Zuqing ZHU Jiawei KONG Bin NIU Shaofei TANG Hongqiang FANG Siqi LIU DL-assisted programmable multilayer network application awareness system for IP-over-EON Tongxin xuebao deep learning elastic optical network multi-layer in-band network telemetry |
| title | DL-assisted programmable multilayer network application awareness system for IP-over-EON |
| title_full | DL-assisted programmable multilayer network application awareness system for IP-over-EON |
| title_fullStr | DL-assisted programmable multilayer network application awareness system for IP-over-EON |
| title_full_unstemmed | DL-assisted programmable multilayer network application awareness system for IP-over-EON |
| title_short | DL-assisted programmable multilayer network application awareness system for IP-over-EON |
| title_sort | dl assisted programmable multilayer network application awareness system for ip over eon |
| topic | deep learning elastic optical network multi-layer in-band network telemetry |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019229/ |
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