Exponential Backoff
Exponential backoff increases the wait between retries so a struggling service is not hit harder as it fails — but alone it leaves clients in lockstep.
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Cascading Failure
A cascading failure spreads because each response to overload adds load elsewhere — which is why the system stays down after the trigger is removed.