A cloud administrator is working on the deployment of an e-commerce website.

Event-based scaling is the best fit for seasonal promotions and flash sales because demand is often driven by a known business event (campaign start time, email blast, influencer drop, limited-time discount) rather than purely organic traffic growth. In the CompTIA Cloud+ CV0-004 objectives, this aligns with choosing scaling strategies that maintain availability and performance while optimizing cost. With event-based scaling, the administrator can pre-scale capacity ahead of the sale window (scheduled actions) or scale in response to triggers such as messages in a queue, completed deployments, or campaign start signals. This avoids the lag that can occur with purely load-based reactive scaling, where instances only add after CPU, requests, or latency thresholds are exceeded—often too late for a sudden surge. Manual scaling is slow, error-prone, and not suitable for rapid spikes. Trending (predictive scaling) can help with gradual, pattern-based growth, but flash sales can create sharp, short-lived bursts that are better handled by event-driven actions. Therefore, event-based scaling best manages this scenario.