Operational Characteristics of SSDs in Enterprise Storage Systems: A Large-Scale Field Study
Stathis Maneas, Kaveh Mahdaviani, Tim Emami, Bianca Schroeder
Abstract
As we increasingly rely on SSDs for our storage needs, it is important to understand their operational characteristics in the field, in particular since they vary from HDDs. This includes operational aspects, such as the level of write amplification experienced by SSDs in production systems and how it is affected by various factors; the effectiveness of wear leveling; or the rate at which drives in the field use up their programerase (PE) cycle limit and what that means for the transition to future generations of flash with lower endurance. This paper presents the first large-scale field study of key operational characteristics of SSDs in production use based on a large population of enterprise storage systems covering almost 2 million SSDs of a major storage vendor (NetApp).
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 5c5e3a5d-7164-4b7f-8e63-9dfb8d2d7ee4Cited by top-tier papers11
- LearnedFTL: A Learning-Based Page-Level FTL for Reducing Double Reads in Flash-Based SSDsShengzhe Wang, Zihang Lin, Suzhen Wu, Hong Jiang et al.HPCA 2024 · 17 citations
- RL-Watchdog: A Fast and Predictable SSD Liveness Watchdog on Storage SystemsJinyong Ha, Sangjin Lee, Heon Young Yeom, Yongseok SonUSENIX ATC 2024 · 10 citations
- Learning-based Data Separation for Write Amplification Reduction in Solid State DrivesPenghao Sun, Litong You, Shengan Zheng, Wanru Zhang et al.DAC 2023 · 9 citations
- The Design and Implementation of a Capacity-Variant Storage SystemZiyang Jiao, Xiangqun Zhang, Hojin Shin, Jongmoo Choi et al.FAST 2024 · 8 citations
- SSD-iq: Uncovering the Hidden Side of SSD PerformanceGabriel Haas, Bohyun Lee, Philippe Bonnet, Viktor LeisVLDB 2025 · 7 citations
Builds on1
Related papers
- Exploit both SMART Attributes and NAND Flash Wear Characteristics to Effectively Forecast SSD-based Storage Failures in ClustersYunfei Gu, Chentao Wu, Xubin HeUSENIX ATC 2024 · 8 citations
- GSSA: A Resource Allocation Scheme Customized for 3D NAND SSDsChun-Yi Liu, Yunju Lee, Wonil Choi, Myoungsoo Jung et al.HPCA 2021 · 17 citations
- Prolonging 3D NAND SSD lifetime via read latency relaxationChun-Yi Liu, Yunju Lee, Myoungsoo Jung, Mahmut Taylan Kandemir et al.ASPLOS 2021 · 35 citations
- GuardedErase: Extending SSD Lifetimes by Protecting Weak WordlinesDuwon Hong, Myungsuk Kim, Geonhee Cho, Dusol Lee et al.FAST 2022 · 28 citations
- AERO: Adaptive Erase Operation for Improving Lifetime and Performance of Modern NAND Flash-Based SSDsSungjun Cho, Beomjun Kim, Hyunuk Cho, Gyeongseob Seo et al.ASPLOS 2024 · 12 citations
