5G network slicing algorithm based on prediction
5G on line scenario needs short build time of network slice, it can use prediction algorithm to isolate network resource in advance to reduce the construction time of network slice.A 5G network slicing algorithm based on prediction was proposed, which used fourth square as cost function to predict t...
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| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Beijing Xintong Media Co., Ltd
2021-09-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021225/ |
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| _version_ | 1841528952993087488 |
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| author | Jiageng ZHANG Min ZHU Feng DU Qi WANG Jun LIU Zhihai SUO Li WANG |
| author_facet | Jiageng ZHANG Min ZHU Feng DU Qi WANG Jun LIU Zhihai SUO Li WANG |
| author_sort | Jiageng ZHANG |
| collection | DOAJ |
| description | 5G on line scenario needs short build time of network slice, it can use prediction algorithm to isolate network resource in advance to reduce the construction time of network slice.A 5G network slicing algorithm based on prediction was proposed, which used fourth square as cost function to predict the network resource requests with accepted accurate and lower complexity of algorithm.And then based on the prediction result, virtual nodes and links resource were allocated, and container was pulled up when network slice request arrives to network, the dynamic creation of network slices was completed.The simulation results show that the proposed algorithm can get 90% accurate of prediction, and reduce 50% construction time of network slice, and improve the network utilization ration，when new network slice reusing the original network slice. |
| format | Article |
| id | doaj-art-977ec581549241f2bf80e0dbc1310010 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2021-09-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-977ec581549241f2bf80e0dbc13100102025-01-15T03:32:43ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012021-09-01377485598149735G network slicing algorithm based on predictionJiageng ZHANGMin ZHUFeng DUQi WANGJun LIUZhihai SUOLi WANG5G on line scenario needs short build time of network slice, it can use prediction algorithm to isolate network resource in advance to reduce the construction time of network slice.A 5G network slicing algorithm based on prediction was proposed, which used fourth square as cost function to predict the network resource requests with accepted accurate and lower complexity of algorithm.And then based on the prediction result, virtual nodes and links resource were allocated, and container was pulled up when network slice request arrives to network, the dynamic creation of network slices was completed.The simulation results show that the proposed algorithm can get 90% accurate of prediction, and reduce 50% construction time of network slice, and improve the network utilization ration，when new network slice reusing the original network slice.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021225/predictionfourth squaremicro serviceinstantiation |
| spellingShingle | Jiageng ZHANG Min ZHU Feng DU Qi WANG Jun LIU Zhihai SUO Li WANG 5G network slicing algorithm based on prediction Dianxin kexue prediction fourth square micro service instantiation |
| title | 5G network slicing algorithm based on prediction |
| title_full | 5G network slicing algorithm based on prediction |
| title_fullStr | 5G network slicing algorithm based on prediction |
| title_full_unstemmed | 5G network slicing algorithm based on prediction |
| title_short | 5G network slicing algorithm based on prediction |
| title_sort | 5g network slicing algorithm based on prediction |
| topic | prediction fourth square micro service instantiation |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021225/ |
| work_keys_str_mv | AT jiagengzhang 5gnetworkslicingalgorithmbasedonprediction AT minzhu 5gnetworkslicingalgorithmbasedonprediction AT fengdu 5gnetworkslicingalgorithmbasedonprediction AT qiwang 5gnetworkslicingalgorithmbasedonprediction AT junliu 5gnetworkslicingalgorithmbasedonprediction AT zhihaisuo 5gnetworkslicingalgorithmbasedonprediction AT liwang 5gnetworkslicingalgorithmbasedonprediction |