On repairing erasure coded data in an active-passive mixed storage network

Networked distributed storage systems (NDSS) use erasure codes in lieu of replication for realising data redundancy. An interesting research challenge is to derive the largest advantage from the trade–offs between storage overhead and reliability that erasure codes provide, while optimising them to...

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Main Authors: Datta, Anwitaman, Oggier, Frédérique
Other Authors: School of Physical and Mathematical Sciences
Format: Article
Language:English
Published: 2015
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Online Access:https://hdl.handle.net/10356/79416
http://hdl.handle.net/10220/25483
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-794162023-02-28T19:30:39Z On repairing erasure coded data in an active-passive mixed storage network Datta, Anwitaman Oggier, Frédérique School of Physical and Mathematical Sciences DRNTU::Engineering::Computer science and engineering::Data::Coding and information theory Networked distributed storage systems (NDSS) use erasure codes in lieu of replication for realising data redundancy. An interesting research challenge is to derive the largest advantage from the trade–offs between storage overhead and reliability that erasure codes provide, while optimising them to satisfy specific storage needs like repairability and better degraded read performance. Many coding strategies for NDSS exploit the storage nodes' computational ability to improve on repairability by applying network coding techniques. However, not every storage node in a NDSS is necessarily endowed with computing capability. This paper studies the effects of passive nodes, i.e., nodes without computational ability, on the repairability of erasure coded data, and how they may impair the promised performance of novel coding techniques. Specifically, we determine a lower bound on the minimum storage overhead in an active–passive mixed storage network, indicative of the price to pay in storage to achieve bandwidth efficient repairability. Accepted version 2015-05-08T08:47:16Z 2019-12-06T13:24:45Z 2015-05-08T08:47:16Z 2019-12-06T13:24:45Z 2015 2015 Journal Article Oggier, F., & Datta, A. (2015). On repairing erasure coded data in an active-passive mixed storage network. International journal on information and coding theory, 3(1). https://hdl.handle.net/10356/79416 http://hdl.handle.net/10220/25483 10.1504/IJICOT.2015.068697 182925 en International journal on information and coding theory © 2015 Inderscience. This is the author created version of a work that has been peer reviewed and accepted for publication by International Journal on Information and Coding Theory, Inderscience. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [Article DOI: http://dx.doi.org/10.1504/IJICOT.2015.068697]. 19 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering::Data::Coding and information theory
spellingShingle DRNTU::Engineering::Computer science and engineering::Data::Coding and information theory
Datta, Anwitaman
Oggier, Frédérique
On repairing erasure coded data in an active-passive mixed storage network
description Networked distributed storage systems (NDSS) use erasure codes in lieu of replication for realising data redundancy. An interesting research challenge is to derive the largest advantage from the trade–offs between storage overhead and reliability that erasure codes provide, while optimising them to satisfy specific storage needs like repairability and better degraded read performance. Many coding strategies for NDSS exploit the storage nodes' computational ability to improve on repairability by applying network coding techniques. However, not every storage node in a NDSS is necessarily endowed with computing capability. This paper studies the effects of passive nodes, i.e., nodes without computational ability, on the repairability of erasure coded data, and how they may impair the promised performance of novel coding techniques. Specifically, we determine a lower bound on the minimum storage overhead in an active–passive mixed storage network, indicative of the price to pay in storage to achieve bandwidth efficient repairability.
author2 School of Physical and Mathematical Sciences
author_facet School of Physical and Mathematical Sciences
Datta, Anwitaman
Oggier, Frédérique
format Article
author Datta, Anwitaman
Oggier, Frédérique
author_sort Datta, Anwitaman
title On repairing erasure coded data in an active-passive mixed storage network
title_short On repairing erasure coded data in an active-passive mixed storage network
title_full On repairing erasure coded data in an active-passive mixed storage network
title_fullStr On repairing erasure coded data in an active-passive mixed storage network
title_full_unstemmed On repairing erasure coded data in an active-passive mixed storage network
title_sort on repairing erasure coded data in an active-passive mixed storage network
publishDate 2015
url https://hdl.handle.net/10356/79416
http://hdl.handle.net/10220/25483
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