Research on computing resource allocation strategy for cloud radio access network based on demand forecasting
Cloud radio access network(CRAN) is a new network architecture commonly used in 5G network.It uses network function virtualization and software defined network technology to support end-to-end network slicing so that access network can share the same infrastructure.A computing resource allocation sc...
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| Format: | Article |
| Language: | zho |
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China InfoCom Media Group
2019-12-01
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| Series: | 物联网学报 |
| Subjects: | |
| Online Access: | http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2019.00126/ |
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| _version_ | 1841531200396591104 |
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| author | Zhipeng WANG Bin CAO Qinyu ZHANG |
| author_facet | Zhipeng WANG Bin CAO Qinyu ZHANG |
| author_sort | Zhipeng WANG |
| collection | DOAJ |
| description | Cloud radio access network(CRAN) is a new network architecture commonly used in 5G network.It uses network function virtualization and software defined network technology to support end-to-end network slicing so that access network can share the same infrastructure.A computing resource allocation scheme based on virtualized network function(VNF) computing resource demand forecasting was proposed for cloud wireless network supporting end-to-end network slicing.Data-driven operation and maintenance framework established by the control plane collects network information and performs data processing to predict the demand for computing traffic in a period of time,which used the discrete particle swarm optimization based on best-fit-decreasing to dynamically and dynamically allocate CRAN computing resources,reducing the migration energy consumption and migration times of VNF. |
| format | Article |
| id | doaj-art-c54c64bd1e674053a9eda1d5fad77e2b |
| institution | Kabale University |
| issn | 2096-3750 |
| language | zho |
| publishDate | 2019-12-01 |
| publisher | China InfoCom Media Group |
| record_format | Article |
| series | 物联网学报 |
| spelling | doaj-art-c54c64bd1e674053a9eda1d5fad77e2b2025-01-15T02:52:40ZzhoChina InfoCom Media Group物联网学报2096-37502019-12-0131859645135Research on computing resource allocation strategy for cloud radio access network based on demand forecastingZhipeng WANGBin CAOQinyu ZHANGCloud radio access network(CRAN) is a new network architecture commonly used in 5G network.It uses network function virtualization and software defined network technology to support end-to-end network slicing so that access network can share the same infrastructure.A computing resource allocation scheme based on virtualized network function(VNF) computing resource demand forecasting was proposed for cloud wireless network supporting end-to-end network slicing.Data-driven operation and maintenance framework established by the control plane collects network information and performs data processing to predict the demand for computing traffic in a period of time,which used the discrete particle swarm optimization based on best-fit-decreasing to dynamically and dynamically allocate CRAN computing resources,reducing the migration energy consumption and migration times of VNF.http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2019.00126/cloud radio access networkcomputing resource allocationdiscrete particle swarm optimizationnetwork slicing |
| spellingShingle | Zhipeng WANG Bin CAO Qinyu ZHANG Research on computing resource allocation strategy for cloud radio access network based on demand forecasting 物联网学报 cloud radio access network computing resource allocation discrete particle swarm optimization network slicing |
| title | Research on computing resource allocation strategy for cloud radio access network based on demand forecasting |
| title_full | Research on computing resource allocation strategy for cloud radio access network based on demand forecasting |
| title_fullStr | Research on computing resource allocation strategy for cloud radio access network based on demand forecasting |
| title_full_unstemmed | Research on computing resource allocation strategy for cloud radio access network based on demand forecasting |
| title_short | Research on computing resource allocation strategy for cloud radio access network based on demand forecasting |
| title_sort | research on computing resource allocation strategy for cloud radio access network based on demand forecasting |
| topic | cloud radio access network computing resource allocation discrete particle swarm optimization network slicing |
| url | http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2019.00126/ |
| work_keys_str_mv | AT zhipengwang researchoncomputingresourceallocationstrategyforcloudradioaccessnetworkbasedondemandforecasting AT bincao researchoncomputingresourceallocationstrategyforcloudradioaccessnetworkbasedondemandforecasting AT qinyuzhang researchoncomputingresourceallocationstrategyforcloudradioaccessnetworkbasedondemandforecasting |