An intelligent data caching system with memory, disk, and distributed layers
Multi-level Caching Architecture
A sophisticated caching system that optimizes data access across multiple layers
Our multi-level caching system intelligently manages data across three distinct layers, each optimized for different access patterns and data characteristics:
Memory Cache
Ultra-fast access for frequently used data with adaptive eviction policies.
Disk Cache
Persistent storage for larger datasets with moderate access times.
Distributed Cache
Shared cache across multiple instances for system-wide consistency.
Key Features
Adaptive Caching Strategies: Automatically adjusts caching behavior based on access patterns.
Intelligent Eviction Policies: Supports LRU, LFU, and adaptive policies to optimize memory usage.
Automatic Promotion/Demotion: Data moves between cache levels based on usage patterns.
Stale-While-Revalidate: Serves stale data while refreshing in the background for improved performance.
Comprehensive Metrics: Detailed statistics on hit rates, memory usage, and cache efficiency.