I would like to use Java 8 features in Bluemix standalone java application, is this supported by default or do I need to alter some configuration?
You can ask for Java 8 with the default liberty buildpack by setting the following environment variable:
$ cf set-env myapp JBP_CONFIG_IBMJDK "version: 1.8.+"
See Customizing the JRE for additional details.