The Role of AI and Machine Learning in Performance Optimization

TLDR; ML learns normal behavior – static thresholds miss context (80% CPU fine at peak, bad at 3 AM). Detects anomalies based on patterns, not arbitrary numbers. Predictive scaling forecasts demand