Research of Distributed Data Optimization Storage Model In the Cloud Computing Environment

被引:0
|
作者
Zhi, Cheng [1 ]
机构
[1] Bayin Guoleng Vocat & Tech Colloge, Xinjiang 841000, Korla, Peoples R China
关键词
Cloud Computing; Hash Distribution; Distributed Storage; Data Backup; Load balance;
D O I
10.1109/ICSCSE.2017.55
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Through analyzing the characteristics of the data processing in the environment of cloud computing, the author puts forward the distributed optimization storage model based on hash distribution. Based on massive amounts of data distribution, this model completed the data backup protocol based on master copy of distributed design and the Paxos distributed system protocol design on the basis of the principle of consistency distribution of hash algorithm and fully considering load balancing. The author makes simulation of the process of data storage through OPNET Modeler simulation software, and then complete performance evaluation of the designed storage model. The simulation results show that the cloud computing distributed storage system model design based on hash distribution this paper proposed compared with sequential storage distribution policy increases by 12.2% in terms of throughput, and the response latency decreases by 9.8%. In addition, the random writing speed is about 8Mb/s. In general, the model of distributed storage this paper designed based on hash distribution has feasibility.
引用
收藏
页码:193 / 198
页数:6
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