Large-scale IoT deployments introduce operational complexity due to the number of devices, distributed environments, and intermittent connectivity. This whitepaper explores how organizations can monitor Azure IoT environments to maintain performance and reliability. Key monitoring requirements include collecting metrics from edge devices, tracking network performance, monitoring backend services, and analyzing large volumes of logs generated by IoT infrastructure. A comprehensive observability platform enables operators to gather telemetry from devices, networks, and cloud services into a single view, improving troubleshooting and operational efficiency. By correlating data across the entire IoT stack, organizations can proactively detect issues, reduce alert fatigue, and ensure reliable p

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