Modeling and analysis of Cloud-P2P storage architecture

Shun-fu JIN; Chen-fei WANG; Ling-ling CHEN; Zhan-qiang HUO

doi:10.11959/j.issn.1000-436x.2015077

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Modeling and analysis of Cloud-P2P storage architecture

Academic paper | 更新时间：2024-06-05

- Modeling and analysis of Cloud-P2P storage architecture
- Journal of Communications Vol. 36, Issue 3, Pages: 216-223(2015)
- 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
  3. 中国联合网络通信有限公司秦皇岛市分公司，河北秦皇岛 066000
  4. 河南理工大学计算机科学与技术学院，河南焦作 454000
- 作者简介：
- 基金信息：
  
  The National Natural Science Foundation of China(11201408);TheNationalNaturalScienceFoundationofChina(61472342);The Natural Science Foundation of Hebei Province(2012203093)
- DOI：10.11959/j.issn.1000-436x.2015077
  CLC： TP393
- Online First：2015-03，
  
  Published：25 March 2015
- 稿件说明：
移动端阅览
Shun-fu JIN, Chen-fei WANG, Ling-ling CHEN, et al. Modeling and analysis of Cloud-P2P storage architecture[J]. Journal of Communications, 2015, 36(3): 216-223.
DOI：

Shun-fu JIN, Chen-fei WANG, Ling-ling CHEN, et al. Modeling and analysis of Cloud-P2P storage architecture[J]. Journal of Communications, 2015, 36(3): 216-223. DOI： 10.11959/j.issn.1000-436x.2015077.

摘要

基于Cloud-P2P云存储结构，针对云中心和P2P节点存储层数据副本的访问机制，考虑节点存储层数据副本的修复过程，建立一个三维连续时间Markov链模型。使用矩阵几何解方法导出该模型的稳态解，并给出节点存储层传输率，数据访问延迟和副本修复率等系统性能指标的表达式。通过数值实验和系统仿真定量刻画数据副本数等系统参数对Cloud-P2P云存储结构性能的影响。构造利润函数，进行用户存储层副本数的优化设置。

Abstract

Based on the Cloud-P2P storage architecture

taking into account the data access mechanism with both the data center and the peer-based layer

considering the repair process of the replica

a three-dimensional Markov chain model was constructed. The steady-state analysis of the model is obtained by using a matrix-geometric method. Then

the per-formance measures in terms of peer-based traffic load

the average access time

and the repair rate are given. Moreover

numerical results with analysis and simulation are provided to demonstrate the influence of the system parameters on the system performance. By constructing a benefit function

the number of replicas in peer-based layer is optimized.

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Keywords

references

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