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
  • [31] Metadata changes in large file systems: a metadata querying perspective
    Liu, Likun
    Chen, Cheng
    Wu, Yongwei
    Yang, Guangwen
    COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2011, 26 (05): : 365 - 374
  • [32] Two-level Hash/Table approach for metadata management in distributed file systems
    Diaz, Antonio F.
    Anguita, Mancia
    Camacho, Hugo E.
    Nieto, Erik
    Ortega, Julio
    JOURNAL OF SUPERCOMPUTING, 2013, 64 (01): : 144 - 155
  • [33] A Novel Distributed File System Using Blockchain Metadata
    Deepa S. Kumar
    S. Dija
    M. D. Sumithra
    M. Abdul Rahman
    Praseeda B. Nair
    Wireless Personal Communications, 2023, 129 : 501 - 520
  • [34] A Novel Distributed File System Using Blockchain Metadata
    Kumar, Deepa S.
    Dija, S.
    Sumithra, M. D.
    Rahman, M. Abdul
    Nair, Praseeda B.
    WIRELESS PERSONAL COMMUNICATIONS, 2023, 129 (01) : 501 - 520
  • [35] Research on Metadata Management Scheme of Distributed File System
    Huo, Lin
    Yi, Ran
    2015 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND APPLICATIONS (CSA), 2015, : 37 - 41
  • [36] Distributed Metadata Management for Exascale Parallel File System
    Yamamoto, Keiji
    Hori, Atushi
    Ishikawa, Yutaka
    2012 SC COMPANION: HIGH PERFORMANCE COMPUTING, NETWORKING, STORAGE AND ANALYSIS (SCC), 2012, : 1438 - 1438
  • [37] MetaWBC: POSIX-Compliant Metadata Write-Back Caching for Distributed File Systems
    Qian, Yingjin
    Cheng, Wen
    Zeng, Lingfang
    Vef, Marc-Andre
    Drokin, Oleg
    Dilger, Andreas
    Ihara, Shuichi
    Zhang, Wusheng
    Wang, Yang
    Brinkmann, Andre
    SC22: INTERNATIONAL CONFERENCE FOR HIGH PERFORMANCE COMPUTING, NETWORKING, STORAGE AND ANALYSIS, 2022,
  • [38] An End-to-End Learning-Based Metadata Management Approach for Distributed File Systems
    Gao, Yuanning
    Gao, Xiaofeng
    Zhang, Ruisi
    Chen, Guihai
    IEEE TRANSACTIONS ON COMPUTERS, 2022, 71 (05) : 1021 - 1034
  • [39] Efficient metadata management for flash file systems
    Kim, Jaegeuk
    Jo, Heeseung
    Shim, Hyotaek
    Kim, Jin-Soo
    Maeng, Seungryoul
    ISORC 2008: 11TH IEEE SYMPOSIUM ON OBJECT/COMPONENT/SERVICE-ORIENTED REAL-TIME DISTRIBUTED COMPUTING - PROCEEDINGS, 2008, : 535 - 540
  • [40] Design and Implementation of a Non-Shared Metadata Server Cluster for Large Distributed File Systems
    Yun, Jong-Hyeon
    Park, Yong-Hun
    Lee, Seok-Jae
    Jang, Su-Min
    Yoo, Jae-Soo
    CSA 2008: INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND ITS APPLICATIONS, PROCEEDINGS, 2008, : 343 - 346