Exploiting Combined Locality for Wide-Stripe Erasure Coding in Distributed Storage
Yuchong Hu, Liangfeng Cheng, Qiaori Yao, Patrick P. C. Lee, Weichun Wang, Wei Chen
摘要
Erasure coding is a low-cost redundancy mechanism for distributed storage systems by storing stripes of data and parity chunks. Wide stripes are recently proposed to suppress the fraction of parity chunks in a stripe to achieve extreme storage savings. However, wide stripes aggravate the repair penalty, while existing repair-efficient approaches for erasure coding cannot effectively address wide stripes. In this paper, we propose combined locality, the first mechanism that systematically addresses the wide-stripe repair problem via the combination of both parity locality and topology locality. We further augment combined locality with efficient encoding and update schemes. Experiments on Amazon EC2 show that combined locality reduces the single-chunk repair time by up to 90.5% compared to locality-based state-of-the-arts, with only a redundancy of as low as 1.063×.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式,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 Paper15
- Practical Design Considerations for Wide Locally Recoverable Codes (LRCs)Saurabh Kadekodi, Shashwat Silas, David Clausen, Arif MerchantFAST 2023 · 被引用 55 次
- Boosting Full-Node Repair in Erasure-Coded StorageShiyao Lin, Guowen Gong, Zhirong Shen, Patrick P. C. Lee 等USENIX ATC 2021 · 被引用 33 次
- Optimal Data Placement for Stripe Merging in Locally Repairable CodesSi Wu, Qingpeng Du, Patrick P. C. Lee, Yongkun Li 等INFOCOM 2022 · 被引用 23 次
- Removing Obstacles before Breaking Through the Memory Wall: A Close Look at HBM Errors in the FieldRonglong Wu, Shuyue Zhou, Jiahao Lu, Zhirong Shen 等USENIX ATC 2024 · 被引用 17 次
- AquaSonic: Acoustic Manipulation of Underwater Data Center Operations and Resource ManagementJennifer Sheldon, Weidong Zhu, Adnan Abdullah, Sri Hrushikesh Varma Bhupathiraju 等S&P 2024 · 被引用 5 次
相关 Paper
- ROE: Repair-Oriented Encoding for Erasure Codes with LocalitiesHongjing Yu, Si Wu, Jinyao Liu, Feng LiINFOCOM 2026
- Make Updates Faster: A Fast Multi-Stripe Updates Framework in Erasure-Coded Storage ClustersHai Zhou, Dan FengSC 2025 · 被引用 2 次
- Leveled Product Codes for Optimal Block Repairs in Geo-distributed Storage SystemsSi Wu, Guantian Lin, Patrick P. C. Lee, Yinlong XuINFOCOM 2025 · 被引用 2 次
- LESS is More for I/O-Efficient Repairs in Erasure-Coded StorageKeyun Cheng, Guodong Li, Xiaolu Li, Sihuang Hu 等FAST 2026 · 被引用 4 次
- WiseCode: Breaking the Scalability Barriers of Wide-Stripe Vector CodesSijie Cai, Guangyan Zhang, Xiao NiuOSDI 2026
