Intelligent Adaptive Rate Limiting Middleware Design

Create a sophisticated rate limiting middleware that dynamically adjusts throttling parameters based on real-time system load, user behavior patterns, and infrastructure capacity. Design the algorithm to incorporate machine learning techniques for predictive scaling, with configurable strategies for handling burst traffic, preventing potential denial-of-service scenarios, and maintaining system responsiveness. Include detailed implementation considerations for horizontal scalability and zero-downtime configuration updates.