Research and implementation of network transmission situation awareness
The advanced ideas of situation awareness were introduced to network transmission and NTSA（network transmission situation awareness） model was established based on spatial traffic clustering.Around the key technologies of the model,situation factors were selected according to information gain and mu...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2010-01-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/74647577/ |
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| _version_ | 1841537700107124736 |
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| author | ZHUO Ying GONG Chun-ye GONG Zheng-hu |
| author_facet | ZHUO Ying GONG Chun-ye GONG Zheng-hu |
| author_sort | ZHUO Ying |
| collection | DOAJ |
| description | The advanced ideas of situation awareness were introduced to network transmission and NTSA（network transmission situation awareness） model was established based on spatial traffic clustering.Around the key technologies of the model,situation factors were selected according to information gain and mutual information;a high-dimensional data stream clustering algorithm for transmission pattern partition as well as a topology importance analysis method of network element based on graph theory were proposed;furthermore,a NTSA prototype system was designed and imple-mented.The experiment results on real datasets demonstrate the efficiency,effectiveness and scalability. |
| format | Article |
| id | doaj-art-069dee4b79f64f8c891f1edb0912b50a |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2010-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-069dee4b79f64f8c891f1edb0912b50a2025-01-14T08:24:42ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2010-01-0131546374647577Research and implementation of network transmission situation awarenessZHUO YingGONG Chun-yeGONG Zheng-huThe advanced ideas of situation awareness were introduced to network transmission and NTSA（network transmission situation awareness） model was established based on spatial traffic clustering.Around the key technologies of the model,situation factors were selected according to information gain and mutual information;a high-dimensional data stream clustering algorithm for transmission pattern partition as well as a topology importance analysis method of network element based on graph theory were proposed;furthermore,a NTSA prototype system was designed and imple-mented.The experiment results on real datasets demonstrate the efficiency,effectiveness and scalability.http://www.joconline.com.cn/zh/article/74647577/computer architectureNTSAmodelspatial traffic analysisclusteringfeature selectiongraph theory |
| spellingShingle | ZHUO Ying GONG Chun-ye GONG Zheng-hu Research and implementation of network transmission situation awareness Tongxin xuebao computer architecture NTSA model spatial traffic analysis clustering feature selection graph theory |
| title | Research and implementation of network transmission situation awareness |
| title_full | Research and implementation of network transmission situation awareness |
| title_fullStr | Research and implementation of network transmission situation awareness |
| title_full_unstemmed | Research and implementation of network transmission situation awareness |
| title_short | Research and implementation of network transmission situation awareness |
| title_sort | research and implementation of network transmission situation awareness |
| topic | computer architecture NTSA model spatial traffic analysis clustering feature selection graph theory |
| url | http://www.joconline.com.cn/zh/article/74647577/ |
| work_keys_str_mv | AT zhuoying researchandimplementationofnetworktransmissionsituationawareness AT gongchunye researchandimplementationofnetworktransmissionsituationawareness AT gongzhenghu researchandimplementationofnetworktransmissionsituationawareness |