AWS throttles AppSync to 1000 rps per API. What can be done if expected request rate is 50000 rps?
According to Amazon's documentation, you can't manually increase requests per second on your own. Depending on your account, you may be able to request an increase by selecting "Service limit increase" in the AWS Support Center.