Expand description
Performance Prediction Model (PMAT-033)
Predict performance for untested workload sizes using historical baselines.
§Features
- Curve fitting (polynomial, exponential, roofline)
- Performance prediction for arbitrary sizes
- Confidence bounds estimation
- Model selection and comparison
§Falsification Criteria (F1251-F1260)
See tests/performance_prediction_f1251.rs for falsification tests.
Structs§
- Data
Point - Performance data point
- Fitted
Model - Fitted model parameters
- Performance
Predictor - Performance predictor
- Prediction
- Prediction result with confidence bounds
Enums§
- Model
Type - Model type for curve fitting
Constants§
- MIN_
SAMPLES_ FOR_ FIT - Minimum samples required for fitting