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@markphelps good news here, I was able to pin point the issue on the certificate that was causing the connection error. Our tls.crt did contain the following:

 X509v3 Basic Constraints: critical
                CA:TRUE

That's definitely not necessary since it won't issue any certificate. Strangely enough, other Java based systems did not complain about that. Again, having extra details in the logs could have helped to find the exact issue.
If you could generate a new, final version of the Java client, that way we can move forward with our deployment. Again, thanks for all your help on this issue.

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