GKE JobSet Interruption Troubleshooting

Use this skill to systematically diagnose and resolve JobSet interruptions, restarts, and preemptions on GKE clusters hosting large-scale AI/ML workloads.

⚠️ Prerequisites

• JobSet metrics package must be enabled in kube-state-metrics for your cluster (see KSM JobSet Metrics).
• Cloud Logging and Cloud Monitoring must be enabled for the Google Cloud Project.

🔍 Diagnostic Workflow

Step 0: Context Acquisition & Time Window Definition

To begin troubleshooting, acquire the following context from the user: