Title :
Non-homogeneous two-rack model for distributed storage systems
Author :
Pernas, Jaume ; Chau Yuen ; Gaston, B. ; Pujol, J.
Author_Institution :
Singapore Univ. of Technol. & Design, Singapore, Singapore
Abstract :
In the traditional two-rack distributed storage system (DSS) model, due to the assumption that the storage capacity of each node is the same, the minimum bandwidth regenerating (MBR) point becomes infeasible. In this paper, we design a new non-homogeneous two-rack model by proposing a generalization of the threshold function used to compute the tradeoff curve. We prove that by having the nodes in the rack with higher regenerating bandwidth stores more information, all the points on the tradeoff curve, including the MBR point, become feasible. Finally, we show how the non-homogeneous two-rack model outperforms the traditional model in the tradeoff curve between the storage per node and the repair bandwidth.
Keywords :
cloud computing; storage management; DSS model; MBR point; minimum bandwidth regenerating point; nonhomogeneous two-rack model; storage capacity; threshold function generalization; tradeoff curve; two-rack distributed storage system model; Bandwidth; Computational modeling; Decision support systems; Encoding; Maintenance engineering; Mathematical model;
Conference_Titel :
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
Conference_Location :
Istanbul
DOI :
10.1109/ISIT.2013.6620424