Unable to connect Amazon redshift database

We are trying to connect Amazon redshift database from aperture, and we are getting the below error while trying to connect.

Failure

com.experian.aperturedatastudio.redshift.jdbc.base.fv: [ApertureDataStudio][Redshift JDBC Driver]Error establishing socket to host and port: vpce-022ce0981b8a33815-3nauo24j.vpce-svc-06dfbc5d949115b9e.eu-west-2.vpce.amazonaws.com:5439. Reason: Connection timed out: connect

Could you please check and let me know if we need to install any other drivers.

Regards

Uma Devi k

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