Hello Dhanavath Vishnu, Thanks for posting the helpful scenario.
I personally like to monitor IoT Devices at scale with provided solution reference, below information may be helpful on the adding metrics-collector module to your deployment and configure it to collect and transport module metrics to Azure Monitor. Please note that there are many other solutions which may be suitable for your scenario, but trying the metrics-collector module may be one of them!!!
Monitor your IoT Edge devices from the cloud
7 ways new monitoring features help make your IoT Edge project successful
You can remotely monitor your IoT Edge fleet using Azure Monitor and built-in metrics integration. To enable this capability on your device, add the metrics-collector module to your deployment and configure it to collect and transport module metrics to Azure Monitor.
To configure monitoring on your IoT Edge device, follow the Tutorial: Monitor IoT Edge devices.
Cloud Workflow: Some of the Architecture flow which you may be interested to explore.
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