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Hi,
You should go to following page "Architecture Best Practices for IoT", which details reference architecture(s) for IoT using AWS:
You may also want to read the various AWS blog posts on IaT architectures: https://aws.amazon.com/blogs/architecture/category/internet-of-things/
Best,
Didier
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Thank you for your answer. I also have another question, How can we estimate the daterate (like how many request per month for API GW, AWS IOT Core) ?