DocumentCode :
3193373
Title :
On P2P mechanisms for VM image distribution in cloud data centers: Modeling, analysis and improvement
Author :
Di Wu ; Yupeng Zeng ; Jian He ; Yi Liang ; Yonggang Wen
Author_Institution :
Dept. of Comput. Sci., Sun Yat-Sen Univ., Guangzhou, China
fYear :
2012
fDate :
3-6 Dec. 2012
Firstpage :
50
Lastpage :
57
Abstract :
To provide elastic cloud services with QoS guarantee, it is essential for cloud data centers to provision virtual machines rapidly according to user requests. Due to bandwidth bottleneck of centralized model, P2P model is recently adopted in data centers to relieve server workload by enabling sharing among VM instances. In this paper, we develop a simple theoretic model to analyze two typical P2P models for VM image distribution, namely, isolated-image P2P distribution model and cross-image P2P distribution model. We compare their efficiency under different parameter settings and derive their corresponding optimal server bandwidth allocation strategies. In addition, we also propose a practical optimal server bandwidth provisioning algorithm for chunk-level cross-image P2P distribution mechanism to further improve its efficiency. Extensive simulations are conducted to validate the effectiveness of our proposed algorithm.
Keywords :
cloud computing; computer centres; image processing; peer-to-peer computing; quality of service; service-oriented architecture; virtual machines; QoS; VM image distribution; VM instances; centralized model bandwidth bottleneck; chunk-level cross-image P2P distribution mechanism; cloud data centers; cross-image P2P distribution model; elastic cloud services; isolated-image P2P distribution model; optimal server bandwidth allocation strategies; optimal server bandwidth provisioning algorithm; parameter settings; server workload; user requests; virtual machines; Analytical models; Bandwidth; Cloud computing; Computational modeling; Data models; Optimization; Servers; cloud data centers; image distribution; virtual machine (VM);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cloud Computing Technology and Science (CloudCom), 2012 IEEE 4th International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4673-4511-8
Electronic_ISBN :
978-1-4673-4509-5
Type :
conf
DOI :
10.1109/CloudCom.2012.6427568
Filename :
6427568
Link To Document :
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