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Distributed System Scalability Analysis

#system-design #cap-theorem #architecture #scalability

Analyze the trade-offs between consistency, availability, and partition tolerance in a high-throughput distributed database.

Act as a Senior System Architect. I am designing a globally distributed social media feed engine that requires low latency and high availability. Analyze the trade-offs involved in choosing between AP (Availability and Partition Tolerance) and CP (Consistency and Partition Tolerance) data models. Specifically, discuss how eventual consistency impacts user experience in this context and propose a conflict resolution strategy using Vector Clocks or Merkle Trees to ensure data integrity across regions.