Question
A cloud app experiences sudden spikes for a short period
(10–15 seconds). Traditional CPU-based auto-scaling is too slow. Which method is MOST effective?Solution
Explanation: Queue-based scaling: ✔ monitors backlog instead of CPU ✔ reacts instantly even to short spikes ✔ ideal for bursty workloads CPU/step scaling respond too slowly; vertical scaling takes time.
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