An Edge Container Migration Optimization Method for Multi-service Intelligent Resource Scheduling of Distribution Networks
Edge container migration technology can achieve intelligent scheduling of service data from resource-constrained servers to resource-sufficient servers. Based on the container migration technology, the container migration capacity, delay gain model and the weighted delay gain maximization problem ar...
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| Format: | Article |
| Language: | zho |
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State Grid Energy Research Institute
2023-09-01
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| Series: | Zhongguo dianli |
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| Online Access: | https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202302062 |
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| _version_ | 1850070101832761344 |
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| author | Shuai LI Di XU Xiangyu WEN Jiaxin ZHANG |
| author_facet | Shuai LI Di XU Xiangyu WEN Jiaxin ZHANG |
| author_sort | Shuai LI |
| collection | DOAJ |
| description | Edge container migration technology can achieve intelligent scheduling of service data from resource-constrained servers to resource-sufficient servers. Based on the container migration technology, the container migration capacity, delay gain model and the weighted delay gain maximization problem are formulated for the distribution network multi-service resource scheduling scenarios. An edge container dynamic matching migration optimization method is proposed, which can realize the perception of the service priority, migration capacity, and latency requirements through the adaptive adjustment of the price increment. The simulation results demonstrate that compared with traditional algorithms, the proposed method can validly improve the data processing delay performance for distribution network. |
| format | Article |
| id | doaj-art-a576b1157c3e45f78d3c44f6aee51dd1 |
| institution | DOAJ |
| issn | 1004-9649 |
| language | zho |
| publishDate | 2023-09-01 |
| publisher | State Grid Energy Research Institute |
| record_format | Article |
| series | Zhongguo dianli |
| spelling | doaj-art-a576b1157c3e45f78d3c44f6aee51dd12025-08-20T02:47:37ZzhoState Grid Energy Research InstituteZhongguo dianli1004-96492023-09-0156912012610.11930/j.issn.1004-9649.202302062zgdl-56-09-lishuaiAn Edge Container Migration Optimization Method for Multi-service Intelligent Resource Scheduling of Distribution NetworksShuai LI0Di XU1Xiangyu WEN2Jiaxin ZHANG3State Grid Shandong Electric Power Research Institute, Jinan 250003, ChinaJinan Electric Power Corporation of State Grid Shandong Electric Power Corporation, Jinan 250013, ChinaState Grid Shandong Electric Power Research Institute, Jinan 250003, ChinaSchool of Electrical and Automation, Wuhan University, Wuhan 430070, ChinaEdge container migration technology can achieve intelligent scheduling of service data from resource-constrained servers to resource-sufficient servers. Based on the container migration technology, the container migration capacity, delay gain model and the weighted delay gain maximization problem are formulated for the distribution network multi-service resource scheduling scenarios. An edge container dynamic matching migration optimization method is proposed, which can realize the perception of the service priority, migration capacity, and latency requirements through the adaptive adjustment of the price increment. The simulation results demonstrate that compared with traditional algorithms, the proposed method can validly improve the data processing delay performance for distribution network.https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202302062distribution networkedge container migrationdynamic matchingintelligent resource scheduling |
| spellingShingle | Shuai LI Di XU Xiangyu WEN Jiaxin ZHANG An Edge Container Migration Optimization Method for Multi-service Intelligent Resource Scheduling of Distribution Networks Zhongguo dianli distribution network edge container migration dynamic matching intelligent resource scheduling |
| title | An Edge Container Migration Optimization Method for Multi-service Intelligent Resource Scheduling of Distribution Networks |
| title_full | An Edge Container Migration Optimization Method for Multi-service Intelligent Resource Scheduling of Distribution Networks |
| title_fullStr | An Edge Container Migration Optimization Method for Multi-service Intelligent Resource Scheduling of Distribution Networks |
| title_full_unstemmed | An Edge Container Migration Optimization Method for Multi-service Intelligent Resource Scheduling of Distribution Networks |
| title_short | An Edge Container Migration Optimization Method for Multi-service Intelligent Resource Scheduling of Distribution Networks |
| title_sort | edge container migration optimization method for multi service intelligent resource scheduling of distribution networks |
| topic | distribution network edge container migration dynamic matching intelligent resource scheduling |
| url | https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202302062 |
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