Dev Tools · 56m ago
Reject Queue Work That Can't Meet Deadlines Before Utilization Spikes
A developer argues that queue admission should reject jobs whose deadline slack is negative, preventing wasted capacity. They propose instrumenting queues with fields like deadline_slack_ms and using a service-time percentile per workload class. The approach avoids the trap of relying solely on utilization metrics, which don't indicate whether queued work can finish on time.
Meridian48 take
The advice is sound for latency-sensitive systems, but the real challenge is accurately estimating service times and handling tail latencies in production.
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