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Optimal Locally Repairable Codes and Connections to Matroid Theory

Published: 01 December 2016 Publication History

Abstract

Petabyte-scale distributed storage systems are currently transitioning to erasure codes to achieve higher storage efficiency. Classical codes, such as Reed–Solomon (RS), are highly sub-optimal for distributed environments due to their high overhead during single-failure events. Locally repairable codes (LRCs) form a new family of codes that are repair efficient. In particular, LRCs minimize the number of nodes participating in single node repairs. Fundamental bounds and methods for explicitly constructing LRCs suitable for deployment in distributed storage clusters are not fully understood and currently form an active area of research. In this paper, we present an explicit LRC that is simple to construct and is optimal for a specific set of coding parameters. Our construction is based on grouping RS symbols and then adding extra simple parities that allow for small repair locality. For the analysis of the optimality of the code, we derive a new result on the matroid represented by the code’s generator matrix.

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  • (2024)Morph: Efficient File-Lifetime Redundancy Management for Cluster File SystemsProceedings of the ACM SIGOPS 30th Symposium on Operating Systems Principles10.1145/3694715.3695981(330-346)Online publication date: 4-Nov-2024
  • (2024)Designing Non-uniform Locally Repairable Codes for Wide Stripes under Skewed File AccessesProceedings of the 53rd International Conference on Parallel Processing10.1145/3673038.3673103(1197-1206)Online publication date: 12-Aug-2024
  • (2024)Locally Repairable Convertible Codes With Optimal Access CostsIEEE Transactions on Information Theory10.1109/TIT.2024.343534670:9(6239-6257)Online publication date: 29-Jul-2024
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cover image IEEE Transactions on Information Theory
IEEE Transactions on Information Theory  Volume 62, Issue 12
December 2016
917 pages

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IEEE Press

Publication History

Published: 01 December 2016

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Cited By

View all
  • (2024)Morph: Efficient File-Lifetime Redundancy Management for Cluster File SystemsProceedings of the ACM SIGOPS 30th Symposium on Operating Systems Principles10.1145/3694715.3695981(330-346)Online publication date: 4-Nov-2024
  • (2024)Designing Non-uniform Locally Repairable Codes for Wide Stripes under Skewed File AccessesProceedings of the 53rd International Conference on Parallel Processing10.1145/3673038.3673103(1197-1206)Online publication date: 12-Aug-2024
  • (2024)Locally Repairable Convertible Codes With Optimal Access CostsIEEE Transactions on Information Theory10.1109/TIT.2024.343534670:9(6239-6257)Online publication date: 29-Jul-2024
  • (2024)Optimal -LRCs from monomial-Cartesian codes and their subfield-subcodesDesigns, Codes and Cryptography10.1007/s10623-024-01403-z92:9(2549-2586)Online publication date: 1-Sep-2024
  • (2024)Optimal binary and ternary locally repairable codes with minimum distance 6Designs, Codes and Cryptography10.1007/s10623-023-01341-292:5(1251-1265)Online publication date: 1-May-2024
  • (2023)Practical design considerations for wide locally recoverable codes (LRCs)Proceedings of the 21st USENIX Conference on File and Storage Technologies10.5555/3585938.3585939(1-16)Online publication date: 21-Feb-2023
  • (2023)Practical Design Considerations for Wide Locally Recoverable Codes (LRCs)ACM Transactions on Storage10.1145/362619819:4(1-26)Online publication date: 14-Nov-2023
  • (2023)Toward Optimal Repair and Load Balance in Locally Repairable CodesProceedings of the 52nd International Conference on Parallel Processing10.1145/3605573.3605635(725-735)Online publication date: 7-Aug-2023
  • (2023)Optimal Locally Recoverable Codes With Hierarchy From Nested F-Adic ExpansionsIEEE Transactions on Information Theory10.1109/TIT.2023.329840169:11(6981-6988)Online publication date: 1-Nov-2023
  • (2023)Maximally Recoverable Local Repairable Codes From Subspace Direct Sum SystemsIEEE Transactions on Information Theory10.1109/TIT.2022.321920469:4(2300-2310)Online publication date: 1-Apr-2023
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