Distributed Caching Topologies Visualized

Issue #74: System Design Interview Roadmap

📋 What We'll Master Today

Core Concepts:

• Cache topology patterns and their hidden performance trade-offs

• Enterprise failure patterns: stampede amplification and split-brain scenarios

• Production insights from Netflix, GitHub, and Shopify implementations

Hands-On Experience:

• Build a multi-topology cache system with real failure simulation

• Test cache consistency models under network partitions

• Monitor real-time metrics and performance characteristics

Production Readiness:

• Interview-grade insights distinguishing senior from junior candidates

• Architectural decision frameworks for cache pattern selection

• Operational strategies for cache monitoring and failure recovery

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When Your Cache Becomes Your Bottleneck