More Than Capacity: Performance-oriented Evolution of Pangu in Alibaba
Qiang Li, Qiao Xiang, Yuxin Wang, Haohao Song, Ridi Wen, Wenhui Yao, Yuanyuan Dong, Shuqi Zhao, Shuo Huang, Zhaosheng Zhu, Huayong Wang, Shanyang Liu
摘要
This paper presents how the Pangu storage system continuously evolves with hardware technologies and the business model to provide high-performance, reliable storage services with a 100-µs level of I/O latency. Pangu's evolution includes two phases. In the first phase, Pangu embraced the emergence of solid-state drive (SSD) storage and remote direct memory access (RDMA) network technologies by innovating its file system and designing a user-space storage operating system. As a result, Pangu substantially reduced its I/O latency while providing high throughput and IOPS. In the second phase, Pangu evolved from a volume-oriented storage provider to a performance-oriented one. To adapt to this business model change, Pangu upgraded its infrastructure with storage servers of much higher SSD volume and RDMA bandwidth from 25 Gbps to 100 Gbps. It introduced a series of key designs, including traffic amplification reduction, remote direct cache access, and CPU computation offloading, to ensure Pangu fully harvests the performance improvement brought by hardware upgrades. Other than technology innovations, we also shared our operating experiences during Pangu's evolution, and discussed important lessons learned from them.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了最后一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper22
- Host Congestion ControlSaksham Agarwal, Arvind Krishnamurthy, Rachit AgarwalSIGCOMM 2023 · 被引用 47 次
- What's the Story in EBS Glory: Evolutions and Lessons in Building Cloud Block StoreWeidong Zhang, Erci Xu, Qiuping Wang, Xiaolu Zhang 等FAST 2024 · 被引用 37 次
- Burstable Cloud Block Storage with Data Processing UnitsJunyi Shu, Kun Qian, Ennan Zhai, Xuanzhe Liu 等OSDI 2024 · 被引用 17 次
- High-throughput and Flexible Host Networking for Accelerated ComputingAthinagoras Skiadopoulos, Zhiqiang Xie, Mark Zhao, Qizhe Cai 等OSDI 2024 · 被引用 11 次
- Ransom Access Memories: Achieving Practical Ransomware Protection in Cloud with DeftPunkZhongyu Wang, Yaheng Song, Erci Xu, Haonan Wu 等OSDI 2024 · 被引用 10 次
它引用的顶会 Paper5
- When Cloud Storage Meets RDMAYixiao Gao, Qiang Li, Lingbo Tang, Yongqing Xi 等NSDI 2021 · 被引用 228 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
- Facebook's Tectonic Filesystem: Efficiency from ExascaleSatadru Pan, Theano Stavrinos, Yunqiao Zhang, Atul Sikaria 等FAST 2021 · 被引用 110 次
- InfiniFS: An Efficient Metadata Service for Large-Scale Distributed FilesystemsWenhao Lv, Youyou Lu, Yiming Zhang, Peile Duan 等FAST 2022 · 被引用 52 次
- Fisc: A Large-scale Cloud-native-oriented File SystemQiang Li, Lulu Chen, Xiaoliang Wang, Shuo Huang 等FAST 2023 · 被引用 18 次
相关 Paper
- BCW: Buffer-Controlled Writes to HDDs for SSD-HDD Hybrid Storage ServerShucheng Wang, Ziyi Lu, Qiang Cao, Hong Jiang 等FAST 2020 · 被引用 37 次
- From luna to solar: the evolutions of the compute-to-storage networks in Alibaba cloudRui Miao, Lingjun Zhu, Shu Ma, Kun Qian 等SIGCOMM 2022 · 被引用 79 次
- Oxbow: A Coordinated Architecture for Multi-Component File SystemsJongyul Kim, Jaehwan Lee, Inhoe Koo, Peizhe Liu 等OSDI 2026
- TEngine: A Native Distributed Table Storage EngineXiaopeng Fan, Song Yan, Yuchen Huang, Chuliang WengICDE 2024 · 被引用 2 次
- BypassD: Enabling fast userspace access to shared SSDsSujay Yadalam, Chloe Alverti, Vasileios Karakostas, Jayneel Gandhi 等ASPLOS 2024 · 被引用 5 次
