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.
Authors
- Linqi Song (ORCID: https://orcid.org/0000-0003-2756-4984)
- Hanxu Hou (ORCID: https://orcid.org/0000-0001-7328-9341)
- Zhongyi Huang (ORCID: https://orcid.org/0000-0002-5623-4864)
- Bin Yu (ORCID: https://orcid.org/0000-0001-7134-2866)
- Zhengyi Jiang (ORCID: https://orcid.org/0000-0002-2060-1108)
Institutions
- City University of Hong Kong (HK)
- Dongguan University of Technology (CN)
- Tsinghua University (CN)
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
Funders
- National Natural Science Foundation of China
- National Key Research and Development Program of China