CSAL: the Next-Gen Local Disks for the Cloud
Yanbo Zhou, Erci Xu, Li Zhang, Kapil Karkra, Mariusz Barczak, Wayne Gao, Wojciech Malikowski, Mateusz Kozlowski, Lukasz Lasek, Ruiming Lu, Feng Yang, Lilong Huang
摘要
Cloud local disks are attractive for their affordable price and high performance. The recent advancement in CPUs motivates cloud vendors to further multiplex the computing resources to serve more users. Unfortunately, such proposals are constrained by the limited offerings of cloud local disks per server as the underlying storage devices are either large but slow (e.g., HDDs) or fast yet small (e.g., NVMe SSDs).
In this paper, we explore the possibility of leveraging highcapacity QLC-based SSDs for cloud local disks. However, the three preliminary unsuccessful attempts indicate that QLC SSDs cannot simply work as drop-in replacement. The root cause is the two levels of write amplification caused by device-level address mapping with Indirection Unit and NAND-level garbage collection.
With these lessons learned, we propose CSAL, the nextgen local disks in Alibaba Cloud. CSAL includes a highperformance SSD as write buffers and a large-capacity QLC SSD for persistence. With a two-level Logical to Physical (L2P) address mapping table, CSAL achieves fine-grained (4KB) data accessing and significantly alleviates the two levels of write amplification. Results show that CSAL always prevails with superior performance and can achieve up to 2.22×, 1.82×, and 2.03× speedups against the second-best peers in micro, application, and deployment benchmarking, respectively. As of now, we have deployed CSAL on thousands of servers and made CSAL open-source to the public.
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引用它的顶会 Paper6
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它引用的顶会 Paper5
- ZNS: Avoiding the Block Interface Tax for Flash-based SSDsMatias Bjørling, Abutalib Aghayev, Hans Holmberg, Aravind Ramesh 等USENIX ATC 2021 · 被引用 221 次
- Separating Data via Block Invalidation Time Inference for Write Amplification Reduction in Log-Structured StorageQiuping Wang, Jinhong Li, Patrick P. C. Lee, Tao Ouyang 等FAST 2022 · 被引用 56 次
- Improving the Reliability of Next Generation SSDs using WOM-v CodesShehbaz Jaffer, Kaveh Mahdaviani, Bianca SchroederFAST 2022 · 被引用 26 次
- Spool: Reliable Virtualized NVMe Storage Pool in Public Cloud InfrastructureShuai Xue, Shang Zhao, Quan Chen, Gang Deng 等USENIX ATC 2020 · 被引用 17 次
- IPLFS: Log-Structured File System without Garbage CollectionJuwon Kim, Minsu Kim, Muhammad Danish Tehseen, Joontaek Oh 等USENIX ATC 2022
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