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Hi, it is hard to say what the issue could be without knowing how the firmware is written, but I would suppose HTTPS is more resource intensive and somehow resources get exhausted after few calls. This could be also due to a memory leak in the firmware.
I would recommend to look into AWS IoT Core to send data from a remote device to cloud. You can find several guides on the internet on how to connect an ESP8266 to AWS IoT Core.
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Process of sending data is: Sending data from arduino uno via A9G module -> DynamoDB via AWS API Gateway