Title :
Resources Collaborative Scheduling Model Based on Trust Mechanism in Cloud
Author :
Kun Lu ; Hua Jiang ; Mingchu Li ; Sheng Zhao ; Jianhua Ma
Author_Institution :
Sch. of Software, Dalian Univ. of Technol., Dalian, China
Abstract :
With the increasing complexity of computing tasks, the resource capability of a single cloud is generally limited, some applications often require various cloud source over internet to deliver services together. Resource collaborative scheduling becomes a critical problem in cloud computing. This paper propose a resources collaboration scheduling model to improve the efficiency of the virtual resources collaboration scheduling, the model bases on virtual organization and makes use of the trust mechanism to estimate the credibility of the virtual organization and improves it. The trust mechanism represents and calculates the credibility of the resources from three dimensions of system trust, user trust and collaboration trust by taking advantage of 2-Tuple fuzzy linguistic representation. The simulation results show that the model can analyze the trust and reputation of resources and improve the credibility of virtual organization. At the same time, it can slash the impact of the malicious evaluation and improve the efficiency of resource scheduling.
Keywords :
cloud computing; computational complexity; data structures; fuzzy set theory; resource allocation; trusted computing; 2-Tuple fuzzy linguistic representation; cloud computing; cloud source; collaboration trust; computing tasks complexity; malicious evaluation; resource capability; resources reputation; system trust; trust mechanism; user trust; virtual organization; virtual resources collaboration scheduling; Collaboration; Mathematical model; Organizations; Pragmatics; Processor scheduling; Scheduling; Standards organizations; 2-Tuple fuzzy linguistic representation; collaborative scheduling model; trust mechanism; virtual organization;
Conference_Titel :
Trust, Security and Privacy in Computing and Communications (TrustCom), 2012 IEEE 11th International Conference on
Conference_Location :
Liverpool
Print_ISBN :
978-1-4673-2172-3
DOI :
10.1109/TrustCom.2012.242