Handling massive concurrent traffic spikes requires more than auto-scaling. Four critical patterns ensure system survival: aggressive load shedding that prioritizes critical requests over non-essential ones, bulkhead isolation to prevent cascading failures across services, request collapsing to prevent cache stampedes when
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