Removing Completed Sequences in Continuous Batching

Adding New Requests in Continuous Batching

Maintaining an Unchanged Batch in Continuous Batching

Overhead of Dynamic Batch Reorganization in Continuous Batching

An LLM inference system is processing a batch of user requests. An observer notes the following: At the start of one processing step, the active batch contains requests {A, B, C, D}. Immediately before the next processing step begins, the active batch contains requests {A, C, E}. Based on this observation, what is the most fundamental principle of this system's batch management strategy?

Inference Batch Management Scenario

An LLM inference engine processes requests in iterative cycles. Arrange the following events to show the correct sequence for a single cycle where the active batch of requests is modified.