Content by ahmed khaled (2)

Ahmed Khaled shows how to track Azure Batch node state changes at per-node granularity by polling the Batch REST API and ingesting snapshots into a Log Analytics custom table, then using KQL to calculate time-in-state and trigger Azure Monitor alerts only when nodes are stuck or unhealthy.

Ahmed Khaled walks through setting up end-to-end observability for a Windows, VMSS-backed Azure Service Fabric cluster using Azure Monitor Agent, Data Collection Rules, Log Analytics, and Azure Managed Grafana, including the exact Azure CLI commands, RBAC role assignments, and KQL queries to validate and troubleshoot the pipeline.