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User need low network lateicny connections to RDS and the application that is hosted on - primise. They tried hosting the RDS ( with gp

User need low network lateicny connections to RDS and the application that is hosted on-primise. They tried hosting the RDS (with gp2) in the same region as the on-premise data center but not happy with the latency. What can be the best architectural design to fulfill this use case?
- Up-scale instance class
- site to site VPN
- RDS Outpost
- Migrate the storage to Io1

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