If you use Sun Java, you can use this code:
//Override system DNS setting with Google free DNS server
System.setProperty("sun.net.spi.nameservice.nameservers", "8.8.8.8");
System.setProperty("sun.net.spi.nameservice.provider.1", "dns,sun");
See this blog post: How to set a custom DNS server with Java System properties for more details.