Unverified70% confidenceFactExact time
Continuous Batching replaces traditional Static Batching, allowing new requests to be dynamically inserted into the current batch, reducing GPU idle waiting
2
Sources
70%
Confidence
Long-term
Relevance
9/10/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedDynamic batching allows the system to dynamically combine requests into batches within an extremely short time window, finding the optimal balance between latency and GPU utilization, which is superior to static batching that requires waiting to accumulate a fixed number of requests.79% similarUnverifiedContinuous Batching manages batches at the iteration level, checking after each round of token generation whether any request has completed and assigning the freed slot to a new request, achieving throughput improvements of several times over static batching.78% similarUnverifiedContinuous Batching uses iteration-level scheduling, making scheduling decisions at each decoding step, and is one of the key technologies enabling high-concurrency processing capability.69% similarUnverifiedContinuous batching dynamically inserts and removes requests at each decoding step, and can significantly improve throughput compared with static batching.69% similar
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