Design a distributed system architecture for a global social media platform that must handle 50 million concurrent users with an average latency of under 100ms. Detail your choice of database sharding strategy, caching layer (e.g., Redis vs. Memcached), load balancing algorithm, and message queue protocol. Explain how you would handle eventual consistency and fault tolerance across multiple availability zones.