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基于貪心算法的容器云資源低能耗部署方法
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廣州華商學(xué)院

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國家自然科學(xué)基金項目(面上項目,重點(diǎn)項目,重大項目)


Low energy consumption deployment method of container cloud resources based on greedy algorithm
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    摘要:

    將容器云平臺資源整體能耗最低作為目標,設計基于貪心算法的容器云資源低能耗部署方法。在物理主機與虛擬機對應、虛擬機與容器對應等約束條件下,結合靜態(tài)和動(dòng)態(tài)兩個(gè)部分構建容器云資源能耗模型。通過(guò)資源虛擬化與去除冗余兩個(gè)步驟,得到容器云資源的整合結果。檢測物理機負載狀態(tài),確定虛擬機遷移源物理機和目標物理機,利用貪心算法均衡調度容器云資源負載,最終通過(guò)容器云資源編排重組,實(shí)現容器云資源低能耗部署。通過(guò)與傳統部署方法的對比得出結論:在優(yōu)化設計部署方法下,容器云資源的利用率和負載均衡度得到明顯提升,能量損耗明顯下降。

    Abstract:

    Take the lowest overall energy consumption of container cloud platform resources as the goal to design a low-energy deployment method of container cloud resources based on greedy algorithm. Under the constraints of the correspondence between the physical host and the virtual machine and the correspondence between the virtual machine and the container, the container cloud resource energy consumption model is constructed by combining the static and dynamic parts. Through the two steps of resource virtualization and redundancy removal, the integration results of container cloud resources are obtained. Detect the load status of physical machines, determine the source and target physical machines of virtual machine migration, use greedy algorithm to balance and schedule the load of container cloud resources, and finally realize the low-energy deployment of container cloud resources through the arrangement and reorganization of container cloud resources. By comparing with the traditional deployment methods, it is concluded that under the optimized design deployment method, the utilization and load balance of container cloud resources are significantly improved, and the energy loss is reduced.

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徐勝超,葉朝武.基于貪心算法的容器云資源低能耗部署方法計算機測量與控制[J].,2023,31(5):265-270.

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歷史
  • 收稿日期:2023-01-16
  • 最后修改日期:2023-02-22
  • 錄用日期:2023-02-23
  • 在線(xiàn)發(fā)布日期: 2023-05-19
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