Multi-service differentiated traffic management optimization strategy in cloud data center

Yaomin WANG; Xia WANG; Yi DONG; Lian GAO; Songhai ZHANG; Xinling SHI

doi:10.11959/j.issn.1000-436x.2019215

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Multi-service differentiated traffic management optimization strategy in cloud data center

Papers | 更新时间：2024-06-05

- Multi-service differentiated traffic management optimization strategy in cloud data center
- Journal on Communications Vol. 40, Issue 11, Pages: 45-56(2019)
- 作者机构：
  
  云南大学信息学院，云南昆明 650504
- 作者简介：
- 基金信息：
  
  The National Natural Science Foundation of China(81771928);The National Natural Science Foundation of China(61561049)
- DOI：10.11959/j.issn.1000-436x.2019215
  CLC： TP393
- Online First：2019-11，
  
  Published：25 November 2019
- 稿件说明：
移动端阅览
Yaomin WANG, Xia WANG, Yi DONG, et al. Multi-service differentiated traffic management optimization strategy in cloud data center[J]. Journal on Communications, 2019, 40(11): 45-56.
DOI：

Yaomin WANG, Xia WANG, Yi DONG, et al. Multi-service differentiated traffic management optimization strategy in cloud data center[J]. Journal on Communications, 2019, 40(11): 45-56. DOI： 10.11959/j.issn.1000-436x.2019215.

摘要

为应对运营商云数据中心多业务差异化流量管理要求，提升网络性能和业务体验，构建符合运营商云数据中心运营要求的多业务差异化流量管理模型（MSD），针对MSD模型改进斐波那契树优化（FTO）算法，提出运营商SDN云数据中心流量管理的MSD-FTO策略。实验结果表明，该策略具备良好的全局优化能力和多模自适应特性，通过算法全局局部交替迭代寻优得到多个符合条件的差异化流量管理方案，可解决运营商云数据中心多业务差异化流量管理问题，有效提升云数据中心的网络性能和业务体验。

Abstract

In order to cope with the traffic management for multi-service differentiated in cloud data centers

improving network performance and service experience

the multi-service differentiated (MSD) traffic management model was designed that can suit operational requirements in cloud data center.Fibonacci tree optimization (FTO) algorithm was improved according to the MSD model.MSD-FTO traffic management strategy was proposed in SDN cloud data center.Simulation results show that the strategy takes advantage of FTO global optimization ability and multi-modal adaptive performance.Through the global local alternating optimization of the algorithm

differentiation traffic management schemes are obtained as needed

the problem of multi-services differentiated traffic management is solved in operator cloud data center that improve network performance and service experience in cloud data center effectively.

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references

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