Dynamic Resource Provisioning and Scaling Script

Create an intelligent Bash script for dynamic resource provisioning that can automatically scale infrastructure based on predefined metrics and load conditions. Implement decision-making logic for horizontal and vertical scaling, support multiple cloud providers, manage cost optimization, and provide detailed scaling event logging. Include sophisticated algorithms for predicting and preemptively adjusting resource allocation.