Verified65% confidenceSolutionExact time
Exponential backoff retry retries failed requests at gradually increasing time intervals to avoid cascading concurrent surges.
3
Sources
65%
Confidence
Long-term
Relevance
7/19/2026
First Seen
Sources
GPT-5.6发布即预警：算力瓶颈才是大模型真正的考验
Related Claims
Unverified引入重试机制时应带指数退避，但需警惕重试放大效应79% similarUnverifiedEffective measures against the thundering herd effect include exponential backoff retry strategies, request queues with token bucket rate limiting, and early circuit breaking at the load balancing layer.78% similarUnverifiedRetry strategies should set a maximum number of retries and a total timeout budget, and handle retries idempotently to avoid duplicate side effects when non-idempotent requests are retried.77% similarVerifiedThe exponential backoff algorithm adopts a retry strategy of progressively increasing wait times to avoid exacerbating load during system failures, and requires setting a maximum number of retries to prevent infinite loops.77% similarUnverifiedStrategies for mitigating retry storms include exponential backoff, adding random jitter, setting retry budgets (e.g., limiting retry requests to no more than 10% of total requests), and the circuit breaker pattern.77% similar
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