Compute Platform Selection and Configuration Questions

Discuss how to choose and configure compute platforms to meet application requirements. Compare virtual machines, containers with orchestration platforms, and managed platform services; cover cluster sizing, node pools, scaling strategies such as horizontal and vertical autoscaling, resource requests and limits, and cost trade offs. Explain when to prefer managed services over self managed infrastructure and how those choices affect operational burden and reliability.