We need to conduct performance testing to evaluate the resource usage of the container system and identify potential bottlenecks. This will help improve the overall efficiency and stability of the platform.
In detail:
Collect CPU, memory, and GPU usage data under different workloads (small/medium/large models, concurrent users, etc.)
Perform load and stress tests to check system behavior under high demand
Analyze resource consumption and identify bottlenecks or inefficient components
Prepare a performance report with recommendations for adjusting resource limits (e.g., Docker resource constraints)
Share findings with the team to guide further optimization efforts
We need to conduct performance testing to evaluate the resource usage of the container system and identify potential bottlenecks. This will help improve the overall efficiency and stability of the platform.
In detail:
Collect CPU, memory, and GPU usage data under different workloads (small/medium/large models, concurrent users, etc.)
Perform load and stress tests to check system behavior under high demand
Analyze resource consumption and identify bottlenecks or inefficient components
Prepare a performance report with recommendations for adjusting resource limits (e.g., Docker resource constraints)
Share findings with the team to guide further optimization efforts