Memory alignment does matter (as shown, for example, for primitive array types in Java Tip 130), but I think it is unprofitable to chase after such low-level details.

The easiest way to optimize your Java runtime is to supply correct JVM options and parameters. ... For example, the following command runs an app called Go with six different parameter sizes to ...