Telemetry and Monitoring
Guide for using DotCompute's telemetry system to monitor and analyze performance.
🚧 Documentation In Progress - Telemetry guide is being developed.
Overview
DotCompute provides comprehensive telemetry including:
- Performance metrics collection
- Hardware counter monitoring
- Custom event tracking
- Profiling and analysis
Metrics Collection
Built-in Metrics
TODO: Document available metrics:
- Execution time
- Memory usage
- GPU utilization
- Throughput measurements
Custom Metrics
TODO: Explain custom metric definition and collection
Performance Profiling
Kernel Profiling
TODO: Document kernel profiling:
- Execution time measurement
- Memory transfer profiling
- Bottleneck identification
System Profiling
TODO: Explain system-level profiling
Hardware Counters
GPU Hardware Counters
TODO: Document GPU counter access:
- NVIDIA GPU counters
- AMD GPU counters
- Intel GPU counters
CPU Hardware Counters
TODO: Explain CPU counter monitoring
Telemetry Data Export
Data Formats
TODO: Document export formats:
- CSV
- JSON
- Custom formats
Analysis Tools
TODO: List compatible analysis tools
Real-Time Monitoring
Live Monitoring
TODO: Document real-time monitoring APIs
Dashboard Integration
TODO: Explain external dashboard integration
Performance Analysis
Bottleneck Detection
TODO: Explain bottleneck identification
Optimization Recommendations
TODO: Document automatic recommendations
Alerting
Alert Thresholds
TODO: Explain alert configuration
Notification Integration
TODO: Document notification systems
Examples
TODO: Provide telemetry usage examples