Objects are managed in a virtual machine. A frequency of access to fields in objects for an application is identified while the application runs in the virtual machine. An object in the objects is split into a hot object and a cold semi-object based on the frequency of access to the fields in the object as identified while the application runs in the virtual machine, wherein cache misses are reduced from splitting objects based of the frequency of access.