srNAND: A Novel NAND Flash Organization for Enhanced Small Read Throughput in SSDs

Emerging data-intensive applications with frequent small random read operations challenge the throughput capabilities of conventional SSD architectures. Although Compute Express Link enabled SSDs allow for fine-grained data access with reduced latency, their read throughput remains limited by legacy block-oriented designs. To address this, we propose srNAND, an advanced NAND flash architecture for CXL SSDs. It uses a twostage ECC decoding mechanism to reduce read amplification, an optimized read command sequence to boost parallelism, and a request merging module to eliminate redundant operations. Our evaluation shows that srSSD can improve read throughput by up to 10.4× compared to conventional CXL SSDs.

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Publication Details

Journal
IEEE Computer Architecture Letters
Published
2025-05-19
DOI
https://doi.org/10.1109/lca.2025.3571321
Primary Topic
Advanced Data Storage Technologies
Type
article
Field-Weighted Citation Impact
0.00

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article

srNAND: A Novel NAND Flash Organization for Enhanced Small Read Throughput in SSDs

Sang Jun Kim, Nam Sung Kim, Jihong Kim, Jaeyoung Kang et al.
IEEE Computer Architecture Letters
Advanced Data Storage Technologies
article

srNAND: A Novel NAND Flash Organization for Enhanced Small Read Throughput in SSDs

Sang Jun Kim, Nam Sung Kim, Jihong Kim, Jaeyoung Kang, Jaeyong Lee, Sungjin Lee, Jeongho Lee
article en

Abstract

Emerging data-intensive applications with frequent small random read operations challenge the throughput capabilities of conventional SSD architectures. Although Compute Express Link enabled SSDs allow for fine-grained data access with reduced latency, their read throughput remains limited by legacy block-oriented designs. To address this, we propose srNAND, an advanced NAND flash architecture for CXL SSDs. It uses a twostage ECC decoding mechanism to reduce read amplification, an optimized read command sequence to boost parallelism, and a request merging module to eliminate redundant operations. Our evaluation shows that srSSD can improve read throughput by up to 10.4× compared to conventional CXL SSDs.

IEEE Computer Architecture LettersVol. 24(2)
Pohang University of Science and Technology (KR), Seoul National University (KR), University of Illinois Urbana-Champaign (US)
Ministry of Science and ICT, South Korea
Openalex Percentile: Top 89%
Advanced Data Storage Technologies
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srNAND: A Novel NAND Flash Organization for Enhanced Small Read Throughput in SSDs — Sang Jun Kim, Nam Sung Kim, et al. · IEEE Computer Architecture Letters (2025) | TGRS Research Map | TGRS