一种轻量级分布式日志处理系统的设计与实现
Design and implementation of a lightweight distributed log processing system
王南洋1
作者信息
- 1. 滁州学院 计算机与信息工程学院,安徽 滁州 239000
- 折叠
摘要
传统的日志处理解决方案难以满足分布式系统的规模和动态性的要求,文章设计并实现了一种轻量级的分布式日志处理系统.该系统利用Promtail 负责收集来自各种来源的日志数据,使用Loki提供高效的存储和查询功能,而Grafana则提供了直观的可视化界面.相比传统系统,该轻量级的解决方案具有低资源消耗、良好的可扩展性和成本效益的特点,适用于各种规模和需求的日志管理和分析场景.
Abstract
Traditional log processing solutions often struggle to meet the requirements of distributed system in terms of scale and dynamism.Therefore,this study aims to design and implement a lightweight distributed log processing system.In this system,Promtail is responsible to collect logs from various sources.Loki provides efficient storage and querying capabilities,while Grafana offers an intuitive visualization interface.Compared to traditional system,this lightweight solution scheme has low resource consumption,excellent scalability and cost-effectiveness,making it suitable for log management and analysis scenarios of various scales and requirements.
关键词
日志处理系统/轻量级/分布式Key words
log processing system/lightweight/distributed引用本文复制引用
出版年
2024
NETL
NSTL
万方数据