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Distributed System Scalability

#architecture #software-engineering #scalability

Propose a scalable architecture for a high-traffic real-time application.

Design a microservices architecture for a global real-time messaging application expected to handle 10 million concurrent connections. Detail your strategy for data sharding, consistency models (CAP theorem trade-offs), load balancing, and fault tolerance, including how you would handle network partitions.