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Round 3: "Design a real-time leaderboard for 10 million concurrent users."

Eviction policies (LRU, LFU) and caching strategies (Write-through, Cache-aside).

To ace the interview, you cannot just memorize diagrams. You must understand the "why" behind every architectural choice.

It breaks down complex topics into easy-to-understand chapters with real interview examples.

Mastering the Architecture: How to Use GitHub to Ace Your System Design Interview

The key to acing your interview is to use these resources together in a structured way. Here is a suggested 3-step approach:

Spend the first 5 minutes asking questions. Is it for 10 million users or 1 billion? What are the core features? (e.g., "Can users comment, or just upload?") 2. Back-of-the-Envelope Estimation

💡 Always mention trade-offs. There is no "perfect" system. If you choose a NoSQL database, explain that you are sacrificing ACID compliance for better scalability.

Using message queues (Kafka, RabbitMQ) to decouple services. How to Create Your Own Prep PDF from GitHub

When compiling your personal PDF study guide from GitHub, ensure you have a deep understanding of these fundamental building blocks: Common Tools/Technologies

Coverage of microservices vs. monolithic designs, Lambda architecture for big data, and graceful degradation. Specific Case Studies:

If you are searching for the best comprehensive guides, start with these highly-rated repositories. Many of these offer markdown files easily convertible to PDF, or direct PDF downloads in their asset folders.

Three days later, offer arrived. $210k base + equity.