The stateful data tier is almost always the hardest component to scale. Stateless application servers can scale horizontally with ease, but data requires strict synchronization. Database Replication
In a distributed data store, you can only guarantee two out of these three properties simultaneously:
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Many engineers search for resources like "foundations of scalable systems pdf github free" to find structured architectural knowledge. While specific copyrighted books may not always be legally available as free PDFs on GitHub, the core foundational principles of scalable systems are open, well-documented, and widely shared across the open-source community.
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