TY - GEN
T1 - Proactive repair redundancy algorithms for distributed storage in P2P networks
AU - Herrera, Octavio
AU - Znati, Taieb
PY - 2012
Y1 - 2012
N2 - Distributed storage systems frequently use erasure coding based redundancy or replication to improve availability. Traditional erasure coding based approaches to redundancy are optimal in terms of their storage overhead-reliability tradeoff, but are expensive to repair. In this paper, we propose Proactive Repair (PR), a novel hybrid redundancy scheme. We discuss the implementation of the proposed scheme and discuss an emulated-based experimental study to evaluate PR's performance. The results show that PR outperforms exact-repair Minimum Bandwidth Regenerating (exact-MBR) network coding in terms of complexity and repair traffic overhead. Content availability when the system uses PR exhibits higher ability to dynamically adapt to changing failures rates, caused by nodes leaving the network.
AB - Distributed storage systems frequently use erasure coding based redundancy or replication to improve availability. Traditional erasure coding based approaches to redundancy are optimal in terms of their storage overhead-reliability tradeoff, but are expensive to repair. In this paper, we propose Proactive Repair (PR), a novel hybrid redundancy scheme. We discuss the implementation of the proposed scheme and discuss an emulated-based experimental study to evaluate PR's performance. The results show that PR outperforms exact-repair Minimum Bandwidth Regenerating (exact-MBR) network coding in terms of complexity and repair traffic overhead. Content availability when the system uses PR exhibits higher ability to dynamically adapt to changing failures rates, caused by nodes leaving the network.
KW - Churn
KW - Coding
KW - Failure tolerance
KW - P2P
KW - Redundancy
UR - http://www.scopus.com/inward/record.url?scp=84864138965&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84864138965&partnerID=8YFLogxK
U2 - 10.1109/QBSC.2012.6221352
DO - 10.1109/QBSC.2012.6221352
M3 - Conference contribution
AN - SCOPUS:84864138965
SN - 9781467311137
T3 - 2012 26th Biennial Symposium on Communications, QBSC 2012
SP - 60
EP - 63
BT - 2012 26th Biennial Symposium on Communications, QBSC 2012
T2 - 2012 26th Queen's Biennial Symposium on Communications, QBSC 2012
Y2 - 28 May 2012 through 29 May 2012
ER -