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The host name will NOT change. Only if you change the instance name will it be different or you deploy into a different VPC.
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Also note that moving to the t4g family that uses AWS's own Graviton series of processors should give you a substantially better price/performance ratio than using t3 that runs on Intel's processors.
There's a detailed explanation on switching the processor architecture: https://aws.amazon.com/blogs/database/key-considerations-in-moving-to-graviton2-for-amazon-rds-and-amazon-aurora-databases/ but if you're using MySQL or PostgreSQL, what is most significant is running the latest (or at least recent) version.
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