A.2.3.4 Resource Management in Oracle Machine Learning

Issue: Does Oracle Machine Learning impose any limitations on traffic or resource usage originating from a single source when triggering embedded Python execution, particularly for heavy workloads or resource-intensive tasks?

Resolution: For each embedded REST execution call, the Autonomous AI Database broker provisions an individual container from the VM based on the service levels - Low, Medium, High and releases it after completion. The resource allocated for the container is limited and the Autonomous AI Database load balancer controls the network traffic.