In this advanced lab, learners will simulate a high-demand environment and optimize compute resources in Google Cloud to ensure cost-effective, reliable operations. You'll employ strategies such as using Google Kubernetes Engine (GKE) for autoscaling workloads, adopting Spot VMs for unreliable workloads, and tuning resources to match demand precisely using Google’s resource recommendation tools.
TechEnterprise, a growing tech company, anticipates a surge in demand as they roll out a new online service. The company's goal is to maintain a high level of service availability while minimizing costs. They plan to handle up to 10,000 concurrent users with a target uptime of 99.9%.