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Cache is King - Learning Roadmap | Nemorize
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Learning Topics
This roadmap covers the following topics:
✅ Caching Fundamentals & Trade-offs
- ⚪ The Cost-Benefit Analysis
- ⚪ Performance vs. Consistency
- ⚪ Memory and Storage Costs
- ⚪ Debugging Complexity
- ⚪ When Caching Makes Things Worse
- ⚪ Cache Stampede Scenarios
- ⚪ Over-Caching Low-Value Data
- ⚪ Cache Synchronization Overhead
✅ Browser & Client-Side Caching
- ✅ HTTP Cache Headers
- ⚪ Cache-Control Directives
- ⚪ ETags and Validation
- ⚪ Vary Header Strategy
- ✅ Service Workers & Advanced Patterns
- ⚪ Cache-First Strategies
- ⚪ Network-First with Fallback
- ⚪ BFCache Optimization
✅ CDN & Edge Caching
- ⚪ Edge Cache Configuration
- ⚪ Cache Key Design
- ⚪ Geographic Distribution
- ⚪ Cache Invalidation & Purging
- ⚪ Purge vs. Soft Purge
- ⚪ Surrogate Keys and Tagging
- ⚪ Cache Warming Strategies
✅ Application-Level Caching
- ✅ In-Memory Caching
- ✅ LRU and Eviction Policies
- ⚪ Result Memoization
- ✅ Distributed Cache Systems
- ⚪ Redis Architecture
- ⚪ Memcached Simplicity
- ⚪ Cache Aside vs. Write-Through
✅ Database Query Caching
- ✅ Query Result Caching
- ⚪ Cache Key Generation
- ⚪ Partial Result Caching
- ⚪ Native Database Caches
- ⚪ MySQL Query Cache
- ⚪ PostgreSQL Shared Buffers
✅ Cache Invalidation & Consistency
- ⚪ Time-Based Invalidation
- ⚪ Fixed vs. Sliding TTL
- ⚪ Stale-While-Revalidate
- ⚪ Event-Driven Invalidation
- ⚪ Database Triggers and Webhooks
- ⚪ Message Queue Integration
- ⚪ Versioned Keys Strategy
✅ Advanced Cache Patterns & Problems
- ✅ Cache Stampede Prevention
- ⚪ Probabilistic Early Expiration
- ⚪ Request Coalescing
- ⚪ Lock-Based Refresh
- ✅ Distributed Cache Consistency
- ⚪ Eventual Consistency Patterns
- ⚪ Cache Replication Strategies
- ⚪ Invalidation Broadcast
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