DocumentCode :
2053715
Title :
A peer to peer resource provisioning scheme for cloud computing environment using multi attribute utility theory
Author :
Rahman, Raziur ; Imran, Ali ; Gias, Alim Ul ; Sakib, Kazi
Author_Institution :
Inst. of Inf. Technol., Univ. of Dhaka Ramna, Dhaka, Bangladesh
fYear :
2013
fDate :
29-31 Aug. 2013
Firstpage :
132
Lastpage :
137
Abstract :
Resource provisioning is critical for cloud computing because it manages the virtual machines (VM) and allocated resources. Traditional resource provisioning schemes make decisions based on centralized configuration and global calculation of resource allocation. However these provisioning frameworks become hindered in large deployment followed by Service Level Objectives (SLO) violation and those are exposed to single point failure as well. The proposed provisioning scheme is based on Peer to Peer (P2P) architecture with no lone decision maker. Each node in the data center makes its own provisioning decision regarding VM allocation and migration which are resolved with Multi Attribute Utility Theory (MAUT) methods. Simulation experiments demonstrate that in comparison with centralized schemes, the proposed scheme generates 60.27% less SLO violations and 83.58% less VM migrations on average. Such outcome proves that the system can manage its resources better compared to centralized scheme.
Keywords :
cloud computing; computer centres; peer-to-peer computing; resource allocation; utility theory; MAUT methods; P2P architecture; SLO violations; VM allocation; centralized configuration; cloud computing environment; data center; decision maker; global calculation; multi attribute utility theory; peer to peer architecture; peer to peer resource provisioning scheme; resource allocation; resource provisioning schemes; service level objectives violation; virtual machines; Availability; Computational modeling; Computer architecture; Peer-to-peer computing; Resource management; Scalability; Servers; Cloud Computing; Multi Attribute Utility Theory; Peer to Peer; Resource Provisioning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovative Computing Technology (INTECH), 2013 Third International Conference on
Conference_Location :
London
Print_ISBN :
978-1-4799-0047-3
Type :
conf
DOI :
10.1109/INTECH.2013.6653648
Filename :
6653648
Link To Document :
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