Routing lookup algorithm based on parallel BP neural network
A new routing lookup algorithm based on Bloom-filter algorithm and parallel back-propagation neural networks (BFBP) was proposed.The algorithm could meet the challenges of routing lookup and just had to learn the network ID moreover,it was equally attractive for IPv6.The results show that compared t...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2012-02-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/1000-436X(2012)02-0061-08/ |
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| _version_ | 1841539946623533056 |
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| author | Xiao-bo XU Kang-feng ZHENG Dan LI Yi-xian YANG IUXin-xin N |
| author_facet | Xiao-bo XU Kang-feng ZHENG Dan LI Yi-xian YANG IUXin-xin N |
| author_sort | Xiao-bo XU |
| collection | DOAJ |
| description | A new routing lookup algorithm based on Bloom-filter algorithm and parallel back-propagation neural networks (BFBP) was proposed.The algorithm could meet the challenges of routing lookup and just had to learn the network ID moreover,it was equally attractive for IPv6.The results show that compared to other routing lookup methods based on neural network,BFBP algorithm reduces the average number of items which neural network has to learn by 520 times,improves learning efficiency of neural networks,and creates favorable conditions for the application of neural network in the area of routing lookup. |
| format | Article |
| id | doaj-art-bb8bbf551f1f4e4887641a5e64af8984 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2012-02-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-bb8bbf551f1f4e4887641a5e64af89842025-01-14T06:31:08ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2012-02-0133616859660061Routing lookup algorithm based on parallel BP neural networkXiao-bo XUKang-feng ZHENGDan LIYi-xian YANGIUXin-xin NA new routing lookup algorithm based on Bloom-filter algorithm and parallel back-propagation neural networks (BFBP) was proposed.The algorithm could meet the challenges of routing lookup and just had to learn the network ID moreover,it was equally attractive for IPv6.The results show that compared to other routing lookup methods based on neural network,BFBP algorithm reduces the average number of items which neural network has to learn by 520 times,improves learning efficiency of neural networks,and creates favorable conditions for the application of neural network in the area of routing lookup.http://www.joconline.com.cn/zh/article/doi/1000-436X(2012)02-0061-08/neural networkrouting lookupback-propagationBloom-filter algorithm |
| spellingShingle | Xiao-bo XU Kang-feng ZHENG Dan LI Yi-xian YANG IUXin-xin N Routing lookup algorithm based on parallel BP neural network Tongxin xuebao neural network routing lookup back-propagation Bloom-filter algorithm |
| title | Routing lookup algorithm based on parallel BP neural network |
| title_full | Routing lookup algorithm based on parallel BP neural network |
| title_fullStr | Routing lookup algorithm based on parallel BP neural network |
| title_full_unstemmed | Routing lookup algorithm based on parallel BP neural network |
| title_short | Routing lookup algorithm based on parallel BP neural network |
| title_sort | routing lookup algorithm based on parallel bp neural network |
| topic | neural network routing lookup back-propagation Bloom-filter algorithm |
| url | http://www.joconline.com.cn/zh/article/doi/1000-436X(2012)02-0061-08/ |
| work_keys_str_mv | AT xiaoboxu routinglookupalgorithmbasedonparallelbpneuralnetwork AT kangfengzheng routinglookupalgorithmbasedonparallelbpneuralnetwork AT danli routinglookupalgorithmbasedonparallelbpneuralnetwork AT yixianyang routinglookupalgorithmbasedonparallelbpneuralnetwork AT iuxinxinn routinglookupalgorithmbasedonparallelbpneuralnetwork |