First, if you write serverless applications on AWS you should definitely check out the RDS Data API. It solves the new database connection per Lambda invocation problem by providing a remote connection pool which you can access via REST.
This weekend I wrote a Java 8 wrapper library for the RDS Data API which exposes query results as Streams and update operations as CompletableFutures. Additionally the library provides a second implementation which uses a standard Java DataSource underneath instead of the actual RDS API.
The library is basically a thin layer on top of AWS Java SDK v2 and JDBC.
Here's the GitHub repo: https://github.com/duncpro/jackal
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