Inference

Concurrent Requests

Concurrent requests are multiple users' requests being served simultaneously. Without good concurrency support, each request blocks others. Modern inference systems handle hundreds of concurrent requests. Concurrency requires careful memory management, batching, and scheduling. Effective concurrency requires request queuing and dynamic scheduling. Concurrency is essential for practical services. Poor concurrency results in queueing and high latency under load.