{"title":"Understanding and Optimizing Hybrid SSD with High-Density and Low-Cost Flash Memory","authors":"Liang Shi, Longfei Luo, Yina Lv, Shicheng Li, Changlong Li, E. Sha","doi":"10.1109/ICCD53106.2021.00046","DOIUrl":null,"url":null,"abstract":"With the development of NAND flash technology, hybrid SSDs with high-density and low-cost flash memory have become the mainstream of the existing SSD architecture. In this architecture, two flash modes can be dynamically switched, such as single-level cell (SLC) mode and quad-level cell (QLC) mode. Based on evaluations and analysis of multiple real devices, this paper presents two interesting findings. They demonstrate that the coordination between the two flash-modes is not well-designed in existing architectures. This paper proposes HyFlex, which redesigns the strategies of data placement and flash-mode management of hybrid SSDs in a flexible approach. Specifically, two novel optimization strategies are proposed: velocity-based I/O scheduling (VIS) and garbage collection (GC)-aware capacity tuning (GCT). Experimental results show that HyFlex achieves encouraging performance and endurance improvement.","PeriodicalId":154014,"journal":{"name":"2021 IEEE 39th International Conference on Computer Design (ICCD)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 39th International Conference on Computer Design (ICCD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCD53106.2021.00046","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
With the development of NAND flash technology, hybrid SSDs with high-density and low-cost flash memory have become the mainstream of the existing SSD architecture. In this architecture, two flash modes can be dynamically switched, such as single-level cell (SLC) mode and quad-level cell (QLC) mode. Based on evaluations and analysis of multiple real devices, this paper presents two interesting findings. They demonstrate that the coordination between the two flash-modes is not well-designed in existing architectures. This paper proposes HyFlex, which redesigns the strategies of data placement and flash-mode management of hybrid SSDs in a flexible approach. Specifically, two novel optimization strategies are proposed: velocity-based I/O scheduling (VIS) and garbage collection (GC)-aware capacity tuning (GCT). Experimental results show that HyFlex achieves encouraging performance and endurance improvement.