NCP-AAI Web TestEngine demo

Select all that apply.

• A

  Maintain consistent resource allocation across all service hours, for a more precise view of baseline

  traffic impact on long-term infrastructure efficiency.

• B

  Scale agent infrastructure based on aggregate performance trends, using system-wide monitoring tools

  to identify broader optimization patterns across resources.

• C

  Deploy agents with configurable scaling workflows, allowing analysis of resource adjustment strategies

  and their effects on service stability during variable demand periods.

• D

  Deploy distributed tracing with cost attribution per agent type, correlating resource consumption with

  business value metrics to identify optimization opportunities in agent deployment strategies.

• E

  Implement comprehensive workload profiling using NVIDIA Nsight to analyze GPU utilization patterns,

  identify underutilized resources, and optimize batch sizing for dynamic scaling with Kubernetes HPA.