
Crack the code to elite tech interviews with Alex Xu's industry-defining guide. Shopify CEO Tobi Lutke recommends this 4.05-rated masterpiece that transforms complex system design into practical wisdom. Why do top engineers call it their secret weapon for landing dream jobs?
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Ever wondered how websites like Instagram handle millions of users without crashing? It starts with a simple truth: successful systems evolve rather than emerge fully formed. Initially, everything fits on a single server-your application code, database, and cache all living together in digital harmony. A user types your domain name, DNS returns an IP address, and their browser connects directly to your server. Simple and elegant. But then success strikes. Suddenly, that single server gasps under the weight of growing traffic. This is where the journey of scaling begins-a continuous evolution rather than a one-time solution. The first crucial step? Separating your database onto its own dedicated server. This separation allows your web and database operations to scale independently, creating breathing room for growth. As traffic increases, you'll face a fundamental architectural decision: vertical scaling (adding more power to existing servers) versus horizontal scaling (adding more servers). Vertical scaling seems simpler but eventually hits physical limits and lacks redundancy. Horizontal scaling, though more complex, offers virtually unlimited growth potential by distributing load across multiple machines. This brings load balancers into the picture-intelligent traffic directors that distribute requests across your server fleet while hiding the growing complexity from users. With multiple servers comes the need for database replication, typically through master-slave configurations where write operations go to the master while reads are distributed across slaves. This not only improves performance but creates resilience against server failures. What begins as a simple application transforms into an intricate dance of specialized components, each playing a vital role in serving millions of users reliably.
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