Distributed Caching Strategy with Intelligent Type Constraints

Develop a sophisticated distributed caching mechanism using TypeScript that provides compile-time type safety, intelligent cache invalidation, and flexible storage strategies. Create a generic cache system that supports multiple storage backends, automatic serialization, and complex cache invalidation rules. Implement advanced features like time-based expiration, dependency-based invalidation, and automatic type conversion between storage and runtime representations. The solution should work across different data types and provide comprehensive type safety guarantees.