基于休眠模式与注册服务的云架构性能优化问题的研究

金顺福; 武海星; 霍甜甜; 赵文娟

doi:10.11959/j.issn.1000-436x.2019202

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基于休眠模式与注册服务的云架构性能优化问题的研究

学术论文 | 更新时间：2024-06-05

- 基于休眠模式与注册服务的云架构性能优化问题的研究
- On the performance optimization for the cloud architecture with sleep-mode and registration service
- 通信学报 2019年40卷第10期页码：127-136
- 作者机构：
  
  1. 燕山大学信息科学与工程学院，河北秦皇岛 066004
  2. 河北省计算机虚拟技术与系统集成重点实验室，河北秦皇岛 066004
- 作者简介：
  
  [ "金顺福（1966- ），女，朝鲜族，内蒙古满洲里人，燕山大学教授、博士生导师，主要研究方向为网络资源分配与优化、排队论研究与应用等。" ]
  [ "武海星（1993- ），女，河北邯郸人，燕山大学硕士生，主要研究方向为云资源管理与纳什均衡。" ]
  [ "霍甜甜（1994- ），女，河北邯郸人，燕山大学硕士生，主要研究方向为排队理论与博弈论的应用研究。" ]
  [ "赵文娟（1994- ），女，河北衡水人，燕山大学硕士生，主要研究方向为马尔可夫决策过程与智能优化。" ]
- 基金信息：
  
  国家自然科学基金资助项目(61872311);国家自然科学基金资助项目(61973261);河北省自然科学基金资助项目(F2017203141)
- DOI：10.11959/j.issn.1000-436x.2019202
  中图分类号： TP393
- 网络出版日期：2019-10，
  
  纸质出版日期：2019-10-25
- 稿件说明：
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金顺福, 武海星, 霍甜甜, 等. 基于休眠模式与注册服务的云架构性能优化问题的研究[J]. 通信学报, 2019,40(10):127-136.

Shunfu JIN, Haixing WU, Tiantian HUO, et al. On the performance optimization for the cloud architecture with sleep-mode and registration service[J]. Journal on communications, 2019, 40(10): 127-136.
金顺福, 武海星, 霍甜甜, 等. 基于休眠模式与注册服务的云架构性能优化问题的研究[J]. 通信学报, 2019,40(10):127-136. DOI： 10.11959/j.issn.1000-436x.2019202.

Shunfu JIN, Haixing WU, Tiantian HUO, et al. On the performance optimization for the cloud architecture with sleep-mode and registration service[J]. Journal on communications, 2019, 40(10): 127-136. DOI： 10.11959/j.issn.1000-436x.2019202.

摘要

兼顾能量节省与匿名用户的服务质量，结合免费云服务与注册云服务，提出了一种基于休眠模式的新型云架构。将免费云服务抽象为第一次服务，注册云服务抽象为第二次服务，休眠抽象为休假，建立了一个带有二次可选服务且部分虚拟机异步多重休假的排队模型。运用矩阵几何解方法求解排队模型的稳态分布，研究了系统节能率与匿名用户平均响应时间等性能指标。综合匿名用户的服务收益与等待服务所消耗的时间成本，建立了收益函数。利用数值结果揭示了匿名用户纳什均衡到达率与社会最优到达率之间的关系。为实现新型云架构下的社会最优提供理论依据。

Abstract

In order to balance the energy conservation and the service quality for anonymous users

a novel sleep-mode based architecture with the free cloud service and the registration cloud service was proposed.Regarding the free cloud service as the first service

the registration cloud service as the second service and the sleep sate as the vacation

a partial asynchronous multiple vacation queueing model with a second optional service was built.Applying the method of a matrix-geometric solution

the steady-state distribution of the queueing model was derived

and then the energy saving rate of system as well as the average response time of anonymous users were estimated.By considering the benefits from accessing the cloud service and the time cost on waiting for the cloud service

benefit functions were constructed.Numerical results were carried out to reveal the relationship between Nash equilibrium arrival rate and social optimal arrival rate of anonymous users.The proposed cloud architecture provides a theoretical basis for social optimization.

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