Problem:
The Jenkins server experienced significant performance issues characterized by excessive thread creation and inadequate resource allocation. Symptoms included system freezes, failures to execute commands, and frequent application errors related to memory and resource limits.
Process:
Initial Investigation:
Error Identification: Logs and system monitoring revealed critical errors related to insufficient memory and resource limits. Key issues included OutOfMemoryError and Resource temporarily unavailable, indicating problems with thread creation and system resources.
System Monitoring: Despite sufficient physical memory and swap space, performance issues persisted. The free -h command showed that physical memory usage was high, but swap space was underutilized.
Detailed Analysis:
Thread Management: Analysis revealed a large number of unclosed threads associated with Jenkins login processes. When the number of threads exceeded 5,000, the system became unresponsive. This was linked to:
- Thread Leakage: Threads created during Jenkins login processes were not being properly closed.
- Resource Consumption: Unclosed threads consumed significant memory, impacting overall system performance.
Java Flight Recorder (JFR) Logs: JFR recordings indicated potential memory leaks and excessive resource consumption. The data suggested that the JVM was struggling to manage the growing number of threads and associated memory.
System Resources: Even with adequate physical memory, the JVM was constrained by the excessive number of threads. The thread management issues were further exacerbated by the way resources were being utilized by Groovy scripts.
Expert Recommendations:
- Optimize Thread Management: Focus on identifying and resolving the source of unclosed threads:
- Review and optimize Jenkins and Groovy scripts to ensure threads are properly closed.
- Implement better practices for thread management in Jenkins login processes.
- JVM Tuning: Use JVM options to monitor and manage native memory usage:
- Native Memory Tracking: Enable options such as -XX:NativeMemoryTracking=summary and -XX:NativeMemoryTracking=detail to track and manage native memory usage.
- System Updates: Update Jenkins and Java components to their latest versions to address known issues and improve performance.
Solution:
Upgrade JDK: Updating to a newer Java Development Kit (JDK) version resolved the primary issues related to thread management and resource allocation.
Thread Management Improvements: Following the upgrade, the client observed a stabilization in thread counts and a reduction in system freezes. The problematic threads that had previously caused issues were no longer appearing.
Conclusion:
The Jenkins server performance issues were primarily due to excessive thread creation and inadequate management. The JDK upgrade and improved thread management practices effectively addressed these problems, leading to enhanced system stability and performance. This case highlights the importance of regular updates and proactive management of system resources and application behavior.
Future Recommendations:
- Regular Updates: Keep JVM and application components up to date to benefit from performance improvements and bug fixes.
- Proactive Monitoring: Continuously monitor system resources and thread management to prevent similar issues.
- Script Optimization: Implement best practices for optimizing scripts and managing resources to ensure efficient application performance.