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Efficient updates in cross-object erasure-coded storage systems | IEEE Conference Publication | IEEE Xplore

Efficient updates in cross-object erasure-coded storage systems


Abstract:

In the past few years erasure codes have been increasingly embraced by distributed storage systems as an alternative for replication, since they provide high fault-tolera...Show More

Abstract:

In the past few years erasure codes have been increasingly embraced by distributed storage systems as an alternative for replication, since they provide high fault-tolerance for low overheads. Erasure codes, however, have few shortcomings that need to be addressed to make them a complete solution for networked storage systems. Lack of support for efficient data repair and data update are the two most notable shortcomings. We recently proposed to use a 2-dimensional product code-Reed-Solomon coding per object and simple XORing across objects- and showed that at a reasonable storage overhead, it can greatly reduce the repair cost. In this paper we propose an efficient approach to handle data updates in cross-object erasure-coded storage systems. Our proposed solution has been implemented and experimentally evaluated. Our results show that compared to the naive approach (re-encoding the data), our proposed scheme can considerably decrease the update cost, especially for when the number of updated blocks is small.
Date of Conference: 06-09 October 2013
Date Added to IEEE Xplore: 23 December 2013
Electronic ISBN:978-1-4799-1293-3
Conference Location: Silicon Valley, CA, USA
School of Computer Engineering, Nanyang Technological University, Singapore
Computer Science and Engineering Department, University of Mauritius, Mauritius
School of Computer Engineering, Nanyang Technological University, Singapore

School of Computer Engineering, Nanyang Technological University, Singapore
Computer Science and Engineering Department, University of Mauritius, Mauritius
School of Computer Engineering, Nanyang Technological University, Singapore
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