Persistent Memory Disaggregation for Cloud-Native Relational Databases
Chaoyi Ruan, Yingqiang Zhang, Chao Bi, Xiaosong Ma, Hao Chen, Feifei Li, Xinjun Yang, Cheng Li, Ashraf Aboulnaga, Yinlong Xu
摘要
The recent emergence of commodity persistent memory (PM) hardware has altered the landscape of the storage hierarchy. It brings multi-fold benefits to database systems, with its large capacity, low latency, byte addressability, and persistence. However, PM has not been incorporated into the popular disaggregated architecture of cloud-native databases.
In this paper, we present PilotDB, a cloud-native relational database designed to fully utilize disaggregated PM resources. PilotDB possesses a new disaggregated DB architecture that allows compute nodes to be computation-heavy yet data-light, as enabled by large buffer pools and fast data persistence offered by remote PMs. We then propose a suite of novel mechanisms to facilitate RDMAfriendly remote PM accesses and minimize operations involving CPUs on the computation-light PM nodes. In particular, PilotDB adopts a novel compute-node-driven log organization that reduces network/PM bandwidth consumption and a log-pull design that enables fast, optimistic remote PM reads aggressively bypassing the remote PM node CPUs. Evaluation with both standard SQL benchmarks and a real-world production workload demonstrates that PilotDB (1) achieves excellent performance as compared to the best-performing baseline using local, high-end resources, (2) significantly outperforms a state-of-the-art DRAM-disaggregation
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引用它的顶会 Paper7
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- Boosting File Systems Elegantly: A Transparent NVM Write-ahead Log for Disk File SystemsGuoyu Wang, Xilong Che, Haoyang Wei, Shuo Chen 等FAST 2025 · 被引用 5 次
- DistVS: Large-scale Vector Search with Compute-Memory DisaggregationPeiqi Yin, Xiao Yan, Shiyuan Deng, Hui Li 等NSDI 2026 · 被引用 3 次
- GPHash: An Efficient Hash Index for GPU with Byte-Granularity Persistent MemoryMenglei Chen, Yu Hua, Zhangyu Chen, Ming Zhang 等FAST 2025 · 被引用 3 次
- DART: A Lock-free Two-layer Hashed ART Index for Disaggregated MemoryBowen Zhang, Shengan Zheng, Shi Shu, Jingxiang Li 等SIGMOD 2026
它引用的顶会 Paper16
- An Empirical Guide to the Behavior and Use of Scalable Persistent MemoryJian Yang, Juno Kim, Morteza Hoseinzadeh, Joseph Izraelevitz 等FAST 2020 · 被引用 470 次
- Pond: CXL-Based Memory Pooling Systems for Cloud PlatformsHuaicheng Li, Daniel S. Berger, Lisa Hsu, Daniel Ernst 等ASPLOS 2023 · 被引用 328 次
- Effectively Prefetching Remote Memory with LeapHasan Al Maruf, Mosharaf ChowdhuryUSENIX ATC 2020 · 被引用 186 次
- Disaggregating Persistent Memory and Controlling Them Remotely: An Exploration of Passive Disaggregated Key-Value StoresShin-Yeh Tsai, Yizhou Shan, Yiying ZhangUSENIX ATC 2020 · 被引用 159 次
- POLARDB Meets Computational Storage: Efficiently Support Analytical Workloads in Cloud-Native Relational DatabaseWei Cao, Yang Liu, Zhushi Cheng, Ning Zheng 等FAST 2020 · 被引用 140 次
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