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DynamoDB is by far the the better service for this use-case, you are only needing key-value lookups and don't require the additional features that Timestream offers, like running analytical queries over a given time period.
It's a simple design for DynamoDB where you can efficiently perform your access patterns and you can also use TTL to delete data older than 12 months free of charge.
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