Resource sharing and incentive mechanism for multi-access edge computing networks
A tripartite incentive-enabled edge device resource sharing algorithm was proposed to manage and allocate the shared resources for the “cloud-edge-end” three-tier edge network architecture.Considering the single-point network congestion, network-wide coverage constraint, limited resource constraint...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2023-11-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023210/ |
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| _version_ | 1841540045341720576 |
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| author | Liangjun SONG Gang SUN Jian SUN Hongfang YU |
| author_facet | Liangjun SONG Gang SUN Jian SUN Hongfang YU |
| author_sort | Liangjun SONG |
| collection | DOAJ |
| description | A tripartite incentive-enabled edge device resource sharing algorithm was proposed to manage and allocate the shared resources for the “cloud-edge-end” three-tier edge network architecture.Considering the single-point network congestion, network-wide coverage constraint, limited resource constraint and transmission cost constraint, the edge devices were abstracted into different functional nodes to design a convex envelope-based shared node (CESN) selection algorithm to achieve a full-coverage, low-energy shared resource deployment scheme.Secondly, to address the additional cost problem caused by allocating shared resources on edge devices, a tripartite sharing incentive mechanism was designed based on the shared resource leasing model, which guaranteed the long-term and stable participation of edge devices in the sharing mechanism.The simulation results show that the proposed algorithm significantly improves the system energy consumption and node revenue compared to the existing algorithms. |
| format | Article |
| id | doaj-art-64a58bb74f8f4a4d9e26b6dde5e7efb4 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2023-11-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-64a58bb74f8f4a4d9e26b6dde5e7efb42025-01-14T06:28:12ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2023-11-0144677859389496Resource sharing and incentive mechanism for multi-access edge computing networksLiangjun SONGGang SUNJian SUNHongfang YUA tripartite incentive-enabled edge device resource sharing algorithm was proposed to manage and allocate the shared resources for the “cloud-edge-end” three-tier edge network architecture.Considering the single-point network congestion, network-wide coverage constraint, limited resource constraint and transmission cost constraint, the edge devices were abstracted into different functional nodes to design a convex envelope-based shared node (CESN) selection algorithm to achieve a full-coverage, low-energy shared resource deployment scheme.Secondly, to address the additional cost problem caused by allocating shared resources on edge devices, a tripartite sharing incentive mechanism was designed based on the shared resource leasing model, which guaranteed the long-term and stable participation of edge devices in the sharing mechanism.The simulation results show that the proposed algorithm significantly improves the system energy consumption and node revenue compared to the existing algorithms.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023210/multi-access edge computingconvex enveloperesource sharingincentive mechanism |
| spellingShingle | Liangjun SONG Gang SUN Jian SUN Hongfang YU Resource sharing and incentive mechanism for multi-access edge computing networks Tongxin xuebao multi-access edge computing convex envelope resource sharing incentive mechanism |
| title | Resource sharing and incentive mechanism for multi-access edge computing networks |
| title_full | Resource sharing and incentive mechanism for multi-access edge computing networks |
| title_fullStr | Resource sharing and incentive mechanism for multi-access edge computing networks |
| title_full_unstemmed | Resource sharing and incentive mechanism for multi-access edge computing networks |
| title_short | Resource sharing and incentive mechanism for multi-access edge computing networks |
| title_sort | resource sharing and incentive mechanism for multi access edge computing networks |
| topic | multi-access edge computing convex envelope resource sharing incentive mechanism |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023210/ |
| work_keys_str_mv | AT liangjunsong resourcesharingandincentivemechanismformultiaccessedgecomputingnetworks AT gangsun resourcesharingandincentivemechanismformultiaccessedgecomputingnetworks AT jiansun resourcesharingandincentivemechanismformultiaccessedgecomputingnetworks AT hongfangyu resourcesharingandincentivemechanismformultiaccessedgecomputingnetworks |