Title :
A Novel Cost-Effective Dynamic Data Replication Strategy for Reliability in Cloud Data Centres
Author :
Li, Wenhao ; Yang, Yun ; Yuan, Dong
Author_Institution :
Fac. of Inf. & Commun. Technol., Swinburne Univ. of Technol. Hawthorn, Melbourne, VIC, Australia
Abstract :
Nowadays, large-scale Cloud-based applications have put forward higher demand for storage ability of data centres. Data in the Cloud need to be stored with high efficiency and cost effectiveness while meeting the requirement of reliability. While in current Cloud systems, typical 3-replicas data replication strategies are applied for data reliability, in this paper we propose a novel cost-effective dynamic data replication strategy which facilitates an incremental replication method to reduce the storage cost and meet the data reliability requirement at the same time. This replication strategy works very well especially for data which are only used temporarily and/or have a relatively low reliability requirement. The simulation shows that our replication strategy for reliability can reduce the data storage cost in data centres substantially.
Keywords :
cloud computing; computer centres; data analysis; software reliability; 3-replicas data replication strategies; cloud data centres; cost-effective dynamic data replication strategy; data reliability; incremental replication method; Data models; Distributed databases; Equations; Mathematical model; Memory; Reliability theory; Cloud Computing; Data Centre; Data Reliability; Data Replication;
Conference_Titel :
Dependable, Autonomic and Secure Computing (DASC), 2011 IEEE Ninth International Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4673-0006-3
DOI :
10.1109/DASC.2011.95