Unverified50% confidenceFactExact time
Polling at a fixed interval has two problems: when there are many tasks it causes a large number of invalid requests that consume quota and may even trigger rate limiting; when tasks take a long time it may lengthen the total waiting time
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn 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.77% similarUnverifiedWhen the same set of weights serves requests with different numbers of recurrent passes, the varying completion times of different requests become misaligned, leveling out the apparent throughput speed across different model tiers.77% similarUnverifiedPursuing extreme throughput often comes at the cost of per-request latency, as throughput and latency metrics constrain each other.77% similarUnverifiedAll external calls should have a hard timeout; a network request without a timeout will hang indefinitely without raising an error, making it the most hidden cause of failure in long-running tasks.76% similarUnverifiedInference is a continuous, fragmented task that is latency-sensitive and involves massive concurrency, with each request requiring one forward-pass computation.76% similar
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