Cutting to the Chase: NVMe-oF Fast-track for Replicated Persistent Key-value Stores
Adopting replicated persistent key-value stores (RPKVSs) as metadata backends is becoming increasingly popular in modern large-scale storage systems. Conventional RPC-based KV replication is infamously subject to its replication overheads due to the inherent architectural mismatch between the application-level network stack and storage-prioritized operations. In this paper, we shift toward a new paradigm of storage-native block-based replication to fundamentally address the limitations of conventional replication. This shift is made possible by using widely deployed NVMe-oF technology to unify replication and storage efficiency under integrated block semantics. We present NoFDB , an NVMe-oF-enabled RPKVS design, that eliminates redundant index management and reduces replication latency, and introduces a set of system-level optimizations to address the challenges introduced by NVMe-oF and unlock its performance potential. Our evaluation shows that NoFDB improves random write throughput by up to 2.85 × and macrobenchmark throughput by up to 3.10 × over the best-performing baseline in each setting.
Authors
- Ke Zhou (ORCID: https://orcid.org/0000-0002-2161-8796)
- Bao Liang (ORCID: https://orcid.org/0000-0003-0437-6630)
- Hua Wang (ORCID: https://orcid.org/0000-0002-2798-7322)
- Kecheng Huang (ORCID: https://orcid.org/0009-0003-7204-0984)
- Ruisong Zhou
- Shi Chen (ORCID: https://orcid.org/0009-0005-0009-2624)
- Hui Li (ORCID: https://orcid.org/0009-0009-3728-8726)
- Jiajie Liu (ORCID: https://orcid.org/0009-0004-8828-661X)
Institutions
- Chinese University of Hong Kong (HK)
- Wuhan National Laboratory for Optoelectronics (CN)
- Inspur (China) (CN)
- PRG S&Tech (South Korea)
- Huazhong University of Science and Technology (CN)
Publication Details
- Journal
- ACM Transactions on Architecture and Code Optimization
- Published
- 2026-08-27
- DOI
- https://doi.org/10.1145/3843231
- Primary Topic
- Advanced Data Storage Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00