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HDFS一致性管理的研究

姚远 王丽芳 蒋泽军

现代电子技术2012,Vol.35Issue(8):86-89,4.
现代电子技术2012,Vol.35Issue(8):86-89,4.

HDFS一致性管理的研究

Research of HDFS consistency management

姚远 1王丽芳 1蒋泽军1

作者信息

  • 1. 西北工业大学计算机学院,陕西西安710075
  • 折叠

摘要

Abstract

HDFS is a storage system of open source cloud computing project Hadoop. It has good fault tolerance and scalability, but the original consistency model of HDFS can not be applied to the task which has high real-time request but high data integrity requirement is not strict. The overall architecture of HDFS, read/write process, and HDFS limitations and shortcomings are analyzed in the view of data consistency. The solutions are proposed. NWR model was introduced into HDFS and read/write lock mechanism was improved as multi-granularity lock mechanism. Experimental results prove that through the above measures, the users are allowed to configure their cloud storage system, and balance the consistency and availability according to their own needs.

关键词

云存储/HDFS/NWR/一致性管理/锁机制

Key words

cloud storage/ HDFS/ NWR/ consistency management/ lock mechanism

分类

信息技术与安全科学

引用本文复制引用

姚远,王丽芳,蒋泽军..HDFS一致性管理的研究[J].现代电子技术,2012,35(8):86-89,4.

基金项目

航空科学基金(2010ZD53,2009ZD53044) (2010ZD53,2009ZD53044)

陕西省自然科学基金资助项目(2009JM8017,2009JQ021,2010JM8023) (2009JM8017,2009JQ021,2010JM8023)

西北工业大学种子基金(Z2011139) (Z2011139)

现代电子技术

OACSTPCD

1004-373X

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