1) Where the Static variables and methods are actually stored?
In java, there is a class loader which loads classes into memory as objects. These objects can then be used to create instance objects like when you call new Object(). Going back to the class loader, it initializes any static fields and all methods(?) which are stored along with the class descriptor. When you go myObject.getClass(), you are seeing a view into this class object.
2) Is a JDK can have more than one JVM.
You can have multiple instances of a JVM on a pc at any time. It happens often if you see it happening or not. Not only that, you can have multiple class loaders running in a single JVM with multiple instances of the same classes. Beware though, the number of uses for multiple class loaders is low, and they are very difficult to master. If you're interested, I found
http://www.onjava.com/pub/a/onjava/2003/11/12/classloader.html