Explicit Constructions of Rack-Aware Regenerating Codes for Multi-Node Failures

In data centers, storage nodes are typically organized in racks and rack-aware regenerating codes (RRCs) can achieve the optimal trade-off between storage capacity and cross-rack repair bandwidth. In this paper, we present explicit constructions for multiple erasure tolerance of rack-aware regenerating codes (MET-RRCs), i.e., RRCs with optimal cross-rack repair bandwidth for multi-node failures. We refine the MET-RRC framework in [2] under more extensive parameters and extend the existing construction methods of RRCs. Specifically, we leverage the parity-check matrix structure to present a general framework for multiple erasure tolerance of minimum storage rack-aware regenerating (MET-MSRR) codes. The existing parity-check matrix construction of MSRR codes can be elucidated with this framework. Moreover, we present the construction for multiple erasure tolerance of minimum bandwidth rack-aware regenerating (MET-MBRR) codes using the product-matrix framework.

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Publication Details

Journal
IEEE Transactions on Communications
Published
2025-06-24
DOI
https://doi.org/10.1109/tcomm.2025.3582724
Primary Topic
Advanced Data Storage Technologies
Type
article
Field-Weighted Citation Impact
0.00

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article

Explicit Constructions of Rack-Aware Regenerating Codes for Multi-Node Failures

Linqi Song, Hanxu Hou, Zhongyi Huang, Bin Yu et al.
IEEE Transactions on Communications
Advanced Data Storage Technologies
article

Explicit Constructions of Rack-Aware Regenerating Codes for Multi-Node Failures

Linqi Song, Hanxu Hou, Zhongyi Huang, Bin Yu, Zhengyi Jiang
article en

Abstract

In data centers, storage nodes are typically organized in racks and rack-aware regenerating codes (RRCs) can achieve the optimal trade-off between storage capacity and cross-rack repair bandwidth. In this paper, we present explicit constructions for multiple erasure tolerance of rack-aware regenerating codes (MET-RRCs), i.e., RRCs with optimal cross-rack repair bandwidth for multi-node failures. We refine the MET-RRC framework in [2] under more extensive parameters and extend the existing construction methods of RRCs. Specifically, we leverage the parity-check matrix structure to present a general framework for multiple erasure tolerance of minimum storage rack-aware regenerating (MET-MSRR) codes. The existing parity-check matrix construction of MSRR codes can be elucidated with this framework. Moreover, we present the construction for multiple erasure tolerance of minimum bandwidth rack-aware regenerating (MET-MBRR) codes using the product-matrix framework.

IEEE Transactions on CommunicationsVol. 73(10)
City University of Hong Kong (HK), Dongguan University of Technology (CN), Tsinghua University (CN)
National Natural Science Foundation of China, National Key Research and Development Program of China
Climate action
Openalex Percentile: Top 84%
Advanced Data Storage Technologies
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