An Efficient Independent Read Scheme for Contemporary QLC SSDs
QLC solid-state disks (SSDs) are increasingly deployed in large-scale storage systems. While achieving remarkable storage density and cost-effectiveness, QLC NAND exhibits degraded performance. To alleviate the issue, Independent Multi-Plane (IMP) read has been proposed to leverage the plane-level parallelism under random read workloads. However, compared to the previous generations of chips, the variation in read latency of QLC chip has widened significantly, and the number of planes in a QLC chip has increased. As a result, the idle time in IMP commands has escalated dramatically. Moreover, the conventional layout of data and parities in redundant array of independent NAND (RAIN) increases the probability of high latency read occureneces, exacerbating the contribution to idle time. Consequently, the incorporation of IMP is inherently inefficient in contemporary QLC NAND flash chips. In this paper, we propose an efficient independent read (EFFIR) scheme to tackle this challenge. EFFIR features a read latency variation aware transaction service that properly combines read transactions to minimize idle time and proactively transfers read data to eliminate unnecessary delays. Moreover, EFFIR incorporates a read latency variation aware RAIN that reorganizes the layout of data and parity to mitigate the impact of high-latency data access on idle time. Our comprehensive experimental results demonstrate and elucidate how EFFIR significantly enhances SSD responsiveness while consistently delivering favorable performance across a diverse range of read-intensive workloads.
Authors
- Xueliang Wei (ORCID: https://orcid.org/0000-0003-3571-1702)
- Dan Feng (ORCID: https://orcid.org/0000-0002-4674-6006)
- Jie Yang (ORCID: https://orcid.org/0000-0002-5848-0954)
- Qiankun Liu (ORCID: https://orcid.org/0009-0005-4760-5415)
- Wei Zhao (ORCID: https://orcid.org/0000-0003-2765-498X)
- Shu Li (ORCID: https://orcid.org/0009-0008-6739-4573)
- Feng Zhu (ORCID: https://orcid.org/0000-0002-4661-0686)
- Wei Tong (ORCID: https://orcid.org/0000-0002-8834-4953)
- Dong Huang (ORCID: https://orcid.org/0000-0002-9478-7531)
- Bo Ding (ORCID: https://orcid.org/0000-0002-7588-0140)
- M. Yuan
Institutions
- Wuhan National Laboratory for Optoelectronics (CN)
- Alibaba Group (China) (CN)
- Huazhong University of Science and Technology (CN)
Publication Details
- Journal
- IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
- Published
- 2025-04-29
- DOI
- https://doi.org/10.1109/tcad.2025.3565484
- Primary Topic
- Advanced Data Storage Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China