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基于Fluentd和HDFS的日志收集系统设计与实现

esign and Implementation of Log Collection System Based on Fluentd and HDFS

中文摘要英文摘要

日志系统是信息系统里的重要组成部分,常用的日志收集工具都是以单机环境为基础,要进行多机日志收集时操作复杂,获得的日志集也不能得到有效的管理和进一步的处理。本文基于Fluentd和HDFS,设计并实现了一个分布式的日志收集系统,该系统可以从多种异构平台和应用收集日志,并将日志集中存储于HDFS上。经实验测试,该系统具有高性能、高吞吐量的特点,而且易于扩展,支持对收集到的日志数据进行离线处理。具有很高的实用性。

Log system is an important part of the information system. While Log collection tools are commonly used in stand-alone environment, when collecting logs from several machines, it becomes complicated, and it's hard to manage and process the logs effectively. In this paper, based on Fluentd and HDFS, a distributed log collection system is designed and implemented. This system can collect logs from a variety of heterogeneous platforms and different applications, and store the logs on HDFS. After testing, the system has the characteristics of high performance, high throughput , and it's easy to extend, and supports offline processing of the collected log data. This system is of high practicality.

刘富源、王春露

计算技术、计算机技术

计算机应用技术日志收集日志存储FluentdHDFS

computer application technologlog collectionlog storageFluentdHDFS

刘富源,王春露.基于Fluentd和HDFS的日志收集系统设计与实现[EB/OL].(2015-11-13)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201511-207.点此复制

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