Solution Link: https://aws.amazon.com/solutions/implementations/iot-device-simulator/
IoT Device Simulator enables customers to build a large fleet of virtual connected devices (widgets) from a user-defined template and simulate those widgets publishing data at regular intervals to AWS IoT.
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