ELK堆栈——通过日志分析改进DFCTI的计算集群

R. Poenaru, Dragos Ciobanu-Zabet
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引用次数: 1

摘要

Elastic™提供的全栈日志服务由于其易用性、对机器的轻量级影响、性能速度和可伸缩性,已经成为高性能计算社区中的一个强大工具。在当前的工作中,我们尝试在我们部门内部的服务器上部署这样一个堆栈,它将用于摄取、解析和分析来自多个集群的日志。通过分析持续监控的每台机器的整体性能,我们可以在出现任何问题时提供即时支持,更重要的是,我们可以通过系统管理、网络和其他特定功能方面的优化来提高集群的计算能力。
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ELK Stack – Improving the Computing Clusters at DFCTI Through Log Analysis
The full stack logging service provided by Elastic™ has become a powerful tool within the highperformance computing community due to its ease of use, lightweight impact on the machines, performance speeds, and scalability. In the current work, we attempt to deploy such a stack on a server inside our department, which will be used for ingesting, parsing, and analyzing logs coming from multiple clusters. By analyzing the overall performance of each machine that is under continuous monitoring, we can provide immediate support in case of any issues that might occur, and more importantly, we can improve the computing power of our clusters through optimizations in terms of system management, networking, and other specific features.
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