Unverified50% confidenceTradeoffExact time
The choice of time-slice granularity requires a trade-off between response latency and switching overhead: slices that are too short waste time on state migration, while slices that are too long fail to improve wait times for short jobs.
1
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50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
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Related Claims
Unverified追求高吞吐与追求低延迟是两个相互制衡的优化方向，扩大批处理规模可提升吞吐但拉长单请求等待时间79% similarUnverifiedPursuing extreme throughput often comes at the cost of per-request latency, as throughput and latency metrics constrain each other.79% similarUnverifiedIn high-concurrency, low-latency scenarios, the latency bottleneck is often not the absolute time of a single inference, but the queuing wait caused by resource contention.74% similarUnverifiedClassification and routing themselves introduce additional processing steps, which may bring extra latency and overhead that offset the cost savings.74% similar
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