Intelligent Adaptive Rate Limiting Framework

Design a dynamic rate limiting system that adapts to real-time system load and user behavior. Create a solution that implements machine learning-based predictive throttling, supports multi-dimensional rate limiting (per user, IP, resource type), and provides granular control over request prioritization. Include mechanisms for detecting potential denial-of-service attempts and automatically adjusting protection thresholds.