Concurrent LLM Serving

You work as a backend engineer at a company deploying a large language model (LLM) as a service for multiple clients. The LLM must handle concurrent user requests while maintaining low latency, high throughput, and robust fault tolerance.

How would you design the serving infrastructure for this LLM to efficiently manage simultaneous requests from multiple users?