现代计算机2024,Vol.30Issue(21) :131-135.DOI:10.3969/j.issn.1007-1423.2024.21.024

分布式存储系统的自适应纠删码策略研究

Research on adaptive erasure coding strategy in distributed storage systems

陈欢华
现代计算机2024,Vol.30Issue(21) :131-135.DOI:10.3969/j.issn.1007-1423.2024.21.024

分布式存储系统的自适应纠删码策略研究

Research on adaptive erasure coding strategy in distributed storage systems

陈欢华1
扫码查看

作者信息

  • 1. 广州软件学院信息与教育技术中心,广州 510990
  • 折叠

摘要

在分布式存储系统中,自适应数据访问需求对数据的可靠性和可用性提出了新的挑战.围绕纠删码技术展开研究,旨在优化数据存储和访问效率.首先分析了不同数据访问模式对纠删码性能的影响,随后提出了一种基于访问频率和数据重要性的自适应纠删码策略.实验结果表明,该策略显著提高了数据读取速度,并降低了存储开销,为分布式存储系统的设计提供了新的思路.最后讨论了该方法在实际应用中的潜在价值和未来发展方向.

Abstract

In distributed storage systems,adaptive data access demands present new challenges to data reliability and avail-ability.This paper focuses on erasure coding technology,aiming to optimize data storage and access efficiency.We first analyze the impact of different data access patterns on erasure coding performance,and then propose an adaptive erasure coding strategy based on access frequency and data importance.Experimental results show that this strategy significantly improves data retrieval speed while reducing storage costs,providing new insights for the design of distributed storage systems.Finally,we discuss the potential value of this method in practical applications and its future development directions.

关键词

存储系统/自适应/纠删码/访问倾斜

Key words

storage system/adaptive/erasure coding/access skewness

引用本文复制引用

出版年

2024
现代计算机
中大控股

现代计算机

影响因子:0.292
ISSN:1007-1423
段落导航相关论文