Title :
Game-Theoretic Strategy Analysis for Data Reliability Management in Cloud Storage Systems
Author :
Chung Yi Lin ; Wen Guey Tzeng
Author_Institution :
Dept. of Comput. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fDate :
June 30 2014-July 2 2014
Abstract :
Replication is the simplest way to achieve data reliability in cloud storage systems. Nevertheless, replication incurs storage overhead to the cloud storage provider (CSP). To verify CSPs´ reliability, users can audit CSPs with remote data integrity checking. However, the auditing incurs cost to users. Thus, CSPs and users involve a conflict situation, where users prefer less auditing and CSPs prefer less replication. In this paper, we provide a game-theoretic analysis to get optimal strategies for users and CSP. We use the pricing strategy adopted by Amazon S3 to explain our analysis. Our results show that a user should audit if CSP´s reduced data copies are less than 1:81. If CSP believes lower user´s staying probability, it should provide more discount or copies. According to this study, a user has the criterion for paying less auditing cost and CSP makes the reliability and pricing policy to keep users in business.
Keywords :
cloud computing; game theory; storage management; Amazon S3; CSP; cloud storage provider; cloud storage systems; data reliability management; game-theoretic strategy analysis; pricing strategy; remote data integrity checking; Bayes methods; Cloud computing; Games; Pricing; Reliability; Standards; Switches; Data reliability; cloud storage; game theory; remote data integrity checking;
Conference_Titel :
Software Security and Reliability (SERE), 2014 Eighth International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4799-4296-1
DOI :
10.1109/SERE.2014.32