Agentic AI Reference Architecture

Observability & Evaluation · Data artifact

Profile Report

Data artifactObservability & EvaluationObservability & Evaluationarc:ProfileReport

A persisted profiling capture containing the complete trace plus a queryable timeline database used for visual and programmatic analysis.

Responsibility. Preserves captured execution traces for timeline analysis.

Also known as: Profiling trace, .nsys-rep report, Timeline database, Structured profiling output

is written byis produced byis read byis produced byis read byis read byToken Cost Meter: is written byToken Cost MeterExecution Profiler: is produced byExecution ProfilerBottleneck Analyzer: is read byBottleneck AnalyzerPerformance Profiler: is produced byPerformance ProfilerTrace Visualizer: is read byTrace VisualizerOptimization Recommender: is read byOptimization Recommender
Direct neighbourhood (hover for relationship types)

Relationships

is read by dependency

is written by dependency

is produced by lifecycle

Classification

Technologies
Nsight Systems .nsys-repSQLite

Sources

  1. Ch4.4: T. Nguyen, "Performance Profiling and Optimization," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 4.4. ISBN: 9798244538229.
  2. Ch7.3: T. Nguyen, "NeMo Agent Toolkit Profiling," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 7.3. ISBN: 9798244538229.