Clover: A distributed file system of expandable metadata service derived from HDFS

被引:12
|
作者
Wang, Youwei [1 ]
Zhou, Jiang [1 ]
Ma, Can [2 ]
Wang, Weiping [1 ]
Meng, Dan [2 ]
Kei, Jason [3 ]
机构
[1] Chinese Acad Sci, Inst Comp Technol, Integrat Applicat Ctr, Beijing, Peoples R China
[2] Chinese Acad Sci, Inst Informat Engn, Beijing, Peoples R China
[3] Tencent Corp, Shenzhen, Peoples R China
关键词
Distributed file system; Metadata service; Expansibility;
D O I
10.1109/CLUSTER.2012.54
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
To store and manage data efficiently is the critical issue which modern information infrastructures confront with. To accommodate the massive scale of data in the Internet environment, most common solutions utilize distributed file systems. However there still exist disadvantages preventing these systems from delivering satisfying performance. In this paper, we present a NameNode cluster file system based on HDFS, which is named Clover. This file system exploits two critical features: an improved 2PC protocol which ensures consistent metadata update on multiple metadata servers and a shared storage pool which provides robust persistent metadata storage and supports the operation of distributed transactions. Clover is compared with HDFS and its key virtues are shown. Further experimental results show our system can achieve better metadata expandability ranging from 10% to 90% by quantized metrics when each extra server is added, while preserving similar I/O performance.
引用
收藏
页码:126 / 134
页数:9
相关论文
共 50 条
  • [1] The Design of Distributed File System Based on HDFS
    Wang, Yannan
    Zhang, Shudong
    Liu, Hui
    [J]. APPLIED MATERIALS AND TECHNOLOGIES FOR MODERN MANUFACTURING, PTS 1-4, 2013, 423-426 : 2733 - 2736
  • [2] A Flattened Metadata Service for Distributed File Systems
    Li, Siyang
    Liu, Fenlin
    Shu, Jiwu
    Lu, Youyou
    Li, Tao
    Hu, Yang
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2018, 29 (12) : 2641 - 2657
  • [3] A Distributed Cache Framework for Metadata Service of Distributed File Systems
    Sun, Yao
    Liu, Jie
    Ye, Dan
    Zhong, Hua
    [J]. 2013 19TH IEEE INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS (ICPADS 2013), 2013, : 51 - 58
  • [4] Metadata Service for Random Frame Reading of Video Stored in Distributed File System
    Xu, Yang
    Gao, Le
    Li, Yin
    Huang, Xiaobing
    Li, Dong
    [J]. INTERNATIONAL CONFERENCE ON BIG DATA AND INTERNET OF THINGS (BDIOT 2017), 2017, : 27 - 31
  • [5] Metadata Namespace Management of Distributed File System
    Luo, Baoshan
    Zhang, Xinyan
    Tan, Zhipeng
    [J]. 14TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS FOR BUSINESS, ENGINEERING AND SCIENCE (DCABES 2015), 2015, : 21 - 25
  • [6] DMFSsim: a Distributed Metadata File System Simulator
    Wu, Qimeng
    Xie, Ke
    Zhu, Mingfa
    Xiao, Limin
    Ruan, Li
    [J]. INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS, PTS 1-4, 2013, 241-244 : 1556 - 1561
  • [7] Research on the Application of Transparent Encryption in Distributed File System HDFS
    Jiang, Fei
    Pan, Zhenggao
    Li, Qingzhao
    Huang, Linsheng
    Zhang, Dongyan
    [J]. 2020 19TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS FOR BUSINESS ENGINEERING AND SCIENCE (DCABES 2020), 2020, : 1 - 4
  • [8] λFS: A Scalable and Elastic Distributed File System Metadata Service using Serverless Functions
    Carver, Benjamin
    Han, Runzhou
    Zhang, Jingyuan
    Zheng, Mai
    Cheng, Yue
    [J]. PROCEEDINGS OF THE 28TH ACM INTERNATIONAL CONFERENCE ON ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS, ASPLOS 2023, VOL 4, 2023, : 394 - 411
  • [9] A Novel Distributed File System Using Blockchain Metadata
    Deepa S. Kumar
    S. Dija
    M. D. Sumithra
    M. Abdul Rahman
    Praseeda B. Nair
    [J]. Wireless Personal Communications, 2023, 129 : 501 - 520
  • [10] Metadata Indexing Sub-system for Distributed File System
    Niu Dejiao
    Cai Tao
    Zhan Yongzhao
    Ju Shiguang
    [J]. ELECTRICAL INFORMATION AND MECHATRONICS AND APPLICATIONS, PTS 1 AND 2, 2012, 143-144 : 864 - 868