On the performance optimization for the cloud architecture with sleep-mode and registration service

Shunfu JIN; Haixing WU; Tiantian HUO; Wenjuan ZHAO

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

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On the performance optimization for the cloud architecture with sleep-mode and registration service

Papers | 更新时间：2024-06-05

- On the performance optimization for the cloud architecture with sleep-mode and registration service
- Journal on Communications Vol. 40, Issue 10, Pages: 127-136(2019)
- 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：
- 基金信息：
  
  The National Natural Science Foundation of China(61872311);The National Natural Science Foundation of China(61973261);The Natural Science Foundation of Hebei Province(F2017203141)
- DOI：10.11959/j.issn.1000-436x.2019202
  CLC： TP393
- Online First：2019-10，
  
  Published：25 October 2019
- 稿件说明：
移动端阅览
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：

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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Keywords

references

KALRA S , SOOD S . ECC-based anti-phishing protocol for cloud computing services [J ] . International Journal of Security and Networks , 2013 , 8 ( 3 ): 130 - 138 .

王斌 , 李伟民 , 盛津芳 , 等 . TCCL：安全高效的拓展云桌面架构 [J ] . 通信学报 , 2017 , 38 ( Z1 ): 9 - 18 .

WANG B , LI W M , SHENG J F , et al . TCCL:secure and efficient development of desktop cloud structure [J ] . Journal on Communications , 2017 , 38 ( Z1 ): 9 - 18 .

赵辉 , 丁鸣 , 程青松 , 等 . SDN与NFV技术在云数据中心的规模应用 [J ] . 电信科学 , 2016 , 32 ( 1 ): 144 - 151 .

ZHAO H , DING M , CHENG Q S , et al . Application of SDN and NFV technology in the cloud data center [J ] . Telecommunications Science , 2016 , 32 ( 1 ): 144 - 151 .

张建标 , 朱元曦 , 胡俊 , 等 . 面向云环境的虚拟机可信迁移方案 [J ] . 网络与信息安全学报 , 2018 , 4 ( 1 ): 6 - 14 .

ZHANG J B , ZHU Y X , HU J , et al . Scheme of virtual machine trusted migration in cloud environment [J ] . Chinese Journal of Network and Information Security , 2018 , 4 ( 1 ): 6 - 14 .

RUAN Z , DONG A . Designing and implementation of a RFID-based VIP customer service information management system [C ] // The International Conference on Information Engineering and Applications . 2013 : 741 - 748 .

HUH M , KIM D , KIM E , et al . Secure virtual personal cloud service based on CCN/VPC [C ] // International Conference on Consumer Electronics . IEEE , 2012 : 642 - 643 .

KLIAZOVICH D , BOUVRY P , GRANELLI F , et al . Energy consumption optimization in cloud data centers [M ] . Wiley-IEEE Press . 2015 .

金顺福 , 郝闪闪 , 王宝帅 . 融合双速率和工作休眠的虚拟机调度策略及参数优化 [J ] . 通信学报 , 2017 , 38 ( 12 ): 10 - 20 .

JIN S F , HAO S S , WANG B S . Virtual machine scheduling strategy based on dual-speed and work vacation mode and its parameter optimization [J ] . Journal on Communications , 2017 , 38 ( 12 ): 10 - 20 .

MADAN K . An M/G/1 queue with second optional service [J ] . Queueing Systems , 2000 , 34 ( 1-4 ): 37 - 46 .

GHORBANI-MANDOLAKANI M , RAD M . ML and Bayes estimation in a two-phase tandem queue with a second optional service and random feedback [J ] . Communications in Statistics-Theory and Methods , 2016 , 45 ( 9 ): 2576 - 2591 .

YANG D Y , CHEN Y H . Computation and optimization of a working breakdown queue with second optional service [J ] . Journal of Industrial and Production Engineering , 2018 , 35 ( 3 ): 181 - 188 .

DOSHI B T . Queueing systems with vacations-A survey [J ] . Queueing Systems , 1986 , 1 ( 1 ): 29 - 66 .

马晓彤 , 金顺福 , 刘建平 , 等 . 认知无线电网络中的基站节能策略及纳什均衡研究 [J ] . 通信学报 , 2016 , 37 ( 7 ): 172 - 181 .

MA X T , JIN S F , LIU J P , et al . Study on energy saving strategy and Nash equilibrium of base station in cognitive radio network [J ] . Journal on Communications , 2016 , 37 ( 7 ): 172 - 181 .

JAIN A , JAIN M . Multi server machine repair problem with unreliable server and two types of spares under asynchronous vacation policy [J ] . International Journal of Mathematics in Operational Research , 2017 , 10 ( 3 ): 1 - 30 .

CHEN Y , CAI L , WEI C M . A discrete-time Geo/G/1 retrial queue with balking customer,second optional service,Bernoulli vacation and general retrial time [C ] // The 7th International Conference on Fuzzy Information and Engineering . 2016 : 255 - 266 .

LI X , LI P , HUANG J , et al . Performance analysis of cloud computing centers serving parallelizable rendering jobs using M/M/c/r queuing systems [C ] // IEEE International Conference on Distributed Computing Systems . IEEE , 2017 .

RAJENDRAN V V , SWAMYNATHAN S . Queuing model for improving QoS in cloud service discovery [C ] // International Conference on Frontiers in Intelligent Computing:Theory ＆ Applications . 2016 .

LATOUCHE G , RAMASWAMI V , SETHURAMAN J , et al . Matrix-analytic methods in stochastic models [M ] . Springer , 2013 .

GREENBAUM A . Iterative methods for solving linear systems [M ] . Society for Industrial and Applied Mathematics , 2001 .

NAOR P . The regulation of queue size by levying tolls [J ] . Econometrica , 1969 , 37 ( 1 ): 15 - 24 .

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