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
来源
2012 IEEE INTERNATIONAL CONFERENCE ON CLUSTER COMPUTING (CLUSTER) | 2012年
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
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