9. Resource Contention

Resource contention can cause significant application performance issues, but there are strategies to mitigate it effectively:

1. **Prioritize Critical Processes: Assign higher priority to essential tasks to ensure they get the resources they need.

2. **Optimize Resource Allocation: Use tools like Kubernetes or Docker to manage workloads and distribute resources efficiently.

3. **Implement Rate Limiting: Prevent overloading by limiting the number of requests or processes accessing shared resources simultaneously.

4. **Monitor and Analyze: Use Application Performance Monitoring (APM) tools to identify bottlenecks and contention points.

5. **Scale Infrastructure: Add more compute power, memory, or storage to reduce contention during peak loads.

6. **Optimize Code: Refactor inefficient code that may be causing excessive resource usage.