Hadoop分布式存储架构的性能分析Performance analysis of Hadoop distributed storage architecture
王凌晖,解云月,周美华
摘要(Abstract):
近几十年,随着互联网的发展,数据正在呈爆炸式增长。为了保存和处理这些数据,传统的IT架构已经满足不了,云计算应运而生。Hadoop是云计算下的一种分布式处理的软件架构,能够对大数据进行存储和处理,而它最核心的两大组件就是HDFS和Map Reduce,分别实现了分布式文件存储和分布式并行任务处理。文中,将基于PEPA对HDFS进行建模分析,并对HDFS的性能进行评估。
关键词(KeyWords): Hadoop;云计算;分布式存储;HDFS;PEPA;性能评估
基金项目(Foundation): 国家自然科学基金资助项目(61472343)~~
作者(Author): 王凌晖,解云月,周美华
DOI: 10.16652/j.issn.1004-373x.2018.18.021
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