Question 270
A task queue grows sharply during peak uploads. Workers have been scaling on CPU but many jobs are I/O-bound, so backlog increases even at low CPU. Which autoscaling metric better reflects pending work?
Explanation
Correct Answer
Queue backlog or age reflects delayed I/O-bound work even when CPU is low. For EC2 target tracking, raw messages visible is not necessarily proportional to worker count; normalize by active capacity or use a suitable metric and evaluate worker service-time and age limits.
Incorrect Answers
Workers can spend most of their time waiting for I/O while the queue grows. A queue age or backlog-per-worker signal can measure unfinished work more directly.
I/O-bound queues can accumulate despite low CPU.
DNS TTL is unrelated to SQS backlog or compute capacity.






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