user
What role did predictive analytics play in John's scaling strategy?
assistant
Predictive analytics allowed John to anticipate traffic surges and potential bottlenecks by analyzing historical trends and performance metrics. This enabled him to preemptively scale resources and optimize configurations, ensuring the infrastructure could handle unexpected spikes without impacting performance. Predictive analytics played a key role in John's scaling strategy by enabling preemptive resource allocation.