A Flattened Metadata Service for Distributed File Systems

被引:8
|
作者
Li, Siyang [1 ]
Liu, Fenlin [1 ]
Shu, Jiwu [2 ]
Lu, Youyou [2 ]
Li, Tao [3 ]
Hu, Yang [3 ]
机构
[1] State Key Lab Math Engn & Adv Comp, Zhengzhou 450002, Henan, Peoples R China
[2] Tsinghua Univ, Beijing 100084, Peoples R China
[3] Univ Florida, Gainesville, FL 32611 USA
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
Metadata server; distributed file system; storage system;
D O I
10.1109/TPDS.2018.2842183
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Key-Value stores provide scalable metadata service for distributed file systems. However, the metadata's organization itself, which is organized using a directory tree structure, does not fit the key-value access pattern, thereby limiting the performance. To address this issues, we propose a distributed file system with a flattened and fine-grained division metadata service, LocoMeta, to bridge the performance gap between file system metadata and key-value stores. LocoMeta is designed to bridge the gap between file metadata to key-value store with two techniques. First, LocoMeta flattens the directory content and structure, which organizes file and directory index nodes in a flat space while reversely indexing the directory entries. Second, it exploits a fine-grained division method to improve the key-value access performance. Evaluations show that LocoMeta with eight nodes boosts the metadata throughput by five times, which approaches 93 percent throughput of a single-node key-value store, compared to 18 percent in the state-of-the-art IndexFS.
引用
收藏
页码:2641 / 2657
页数:17
相关论文
共 50 条
  • [21] DMFSsim: a Distributed Metadata File System Simulator
    Wu, Qimeng
    Xie, Ke
    Zhu, Mingfa
    Xiao, Limin
    Ruan, Li
    INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS, PTS 1-4, 2013, 241-244 : 1556 - 1561
  • [22] File and metadata management for BESIII distributed computing
    Nicholson, C.
    Lin, L.
    Deng, Z. Y.
    Li, W. D.
    Zhang, X. M.
    Zheng, Y. H.
    INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS 2012 (CHEP2012), PTS 1-6, 2012, 396
  • [23] An Integrated Indexing and Search Service for Distributed File Systems
    Sim, Hyogi
    Khan, Awais
    Vazhkudai, Sudharshan S.
    Lim, Seung-Hwan
    Butt, Ali R.
    Kim, Youngjae
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2020, 31 (10) : 2375 - 2391
  • [24] Symmetric active/active metadata service for high availability parallel file systems
    He, Xubin
    Ou, Li
    Engelmann, Christian
    Chen, Xin
    Scott, Stephen L.
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2009, 69 (12) : 961 - 973
  • [25] CFS: Scaling Metadata Service for Distributed File System via Pruned Scope of Critical Sections
    Wang, Yiduo
    Wu, Yufei
    Li, Cheng
    Zheng, Pengfei
    Cao, Biao
    Sun, Yan
    Zhou, Fei
    Xu, Yinlong
    Wang, Yao
    Xie, Guangjun
    PROCEEDINGS OF THE EIGHTEENTH EUROPEAN CONFERENCE ON COMPUTER SYSTEMS, EUROSYS 2023, 2023, : 331 - 346
  • [26] Metadata efficiency in versioning file systems
    Soules, CA
    Goodson, GR
    Strunk, JD
    Ganger, GR
    USENIX ASSOCIATION PROCEEDINGS OF THE 2ND USENIX CONFERENCE ON FILE AND STORAGE TECHNOLOGIES (FAST'03), 2003, : 43 - 58
  • [27] DeepHash: An End-to-End Learning Approach for Metadata Management in Distributed File Systems
    Gao, Yuanning
    Gao, Xiaofeng
    Chen, Guihai
    PROCEEDINGS OF THE 48TH INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING (ICPP 2019), 2019,
  • [28] Two-level Hash/Table approach for metadata management in distributed file systems
    Antonio F. Díaz
    Mancia Anguita
    Hugo E. Camacho
    Erik Nieto
    Julio Ortega
    The Journal of Supercomputing, 2013, 64 : 144 - 155
  • [29] High Performance Metadata Management Engine for Large-Scale Distributed File Systems
    Cha, Myung-Hoon
    Lee, Sang-Min
    Kim, Dong-Oh
    Kim, Hong-Yeon
    Kim, Young-Kyun
    2015 9TH INTERNATIONAL CONFERENCE ON FUTURE GENERATION COMMUNICATION AND NETWORKING (FGCN), 2015, : 29 - 32
  • [30] Explicit Data Correlations-Directed Metadata Prefetching Method in Distributed File Systems
    Chen, Youxu
    Li, Cheng
    Lv, Min
    Shao, Xinyang
    Li, Yongkun
    Xu, Yinlong
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2019, 30 (12) : 2692 - 2705