Title :
Non-homogeneous distributed storage systems
Author :
Vo Tam Van ; Chau Yuen ; Jing Li
Author_Institution :
Singapore Univ. of Tech. & Design, Singapore, Singapore
Abstract :
This paper describes a non-homogeneous distributed storage systems (DSS), where there is one super node which has a larger storage size and higher reliability and availability than the other storage nodes. We propose three distributed storage schemes based on (k + 2, k) maximum distance separable (MDS) codes and non-MDS codes to show the efficiency of such non-homogeneous DSS in terms of repair efficiency and data availability. Our schemes achieve optimal bandwidth k+1/2 M/k when repairing 1-node failure, but require only one fourth of the minimum required file size and can operate with a smaller field size leading to significant complexity reduction than traditional homogeneous DSS. Moreover, with non-MDS codes, our scheme can achieve an even smaller repair bandwidth of M/2k. Finally, we show that our schemes can increase the data availability by 10% than the traditional homogeneous DSS scheme.
Keywords :
distributed databases; software reliability; storage management; system recovery; 1-node failure; complexity reduction; data availability; distributed storage schemes; maximum distance separable codes; nonMDS codes; nonhomogeneous DSS; nonhomogeneous distributed storage systems; repair efficiency; super node; Availability; Bandwidth; Decision support systems; Equations; Maintenance engineering; Peer-to-peer computing; Systematics; Exact-repair MDS codes; minimum storage regenerating (MSR) codes; non-homogeneous DSS;
Conference_Titel :
Communication, Control, and Computing (Allerton), 2012 50th Annual Allerton Conference on
Conference_Location :
Monticello, IL
Print_ISBN :
978-1-4673-4537-8
DOI :
10.1109/Allerton.2012.6483346