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Hi Umang!
While Resolver Inbound Endpoints are limited to 10,000 QPS, there are architectural decisions that will you to overcome this limitation. If traffic destined for Resolver Endpoints are routed through a Network Load Balancer, the maximum QPS can be as low as 1,500. Instead, you would deploy multiple Resolver Endpoints and configure DNS Forwarding on your on-premise network to multiple IP addresses (the IPs of the Resolver Endpoints you have deployed) rather than the single IP of a Network Load Balancer in the architecture you mentioned.
Details on the limits of Resolver Endpoints when fronted by a Network Load Balancer can be found here: https://docs.aws.amazon.com/Route53/latest/DeveloperGuide/DNSLimitations.html#limits-api-entities
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