As Motorspert points out the governor controls the speed/frequency of the prime-mover generator. In an isolated load (no grid connection) single generator system, as the load changes, the frequency changes and the governor acts appropriately to maintain the speed/frequency at the desired setpoint (50/60Hz). It is important to note that from the governor's perspective it has no knowledge of the load, only the speed.
So if you add a second generator into this isolated system (and imagine that at some instant the load and speed are stable), both governors will see a speed change and react. However, they will not react identically, and the load supplied from each generator will be different. This is a real time process so the load will possibly oscillate, but more likely one generator will be take all the load and the other will go into reverse power.
To provide a stabilising influence on this system feedback from the governor output can be used, this feedback is called droop. Typically it is set up so that speed is allowed to drop, proportionately, by 5% for a 100% governor output. This is how simple mechanical governors on diesel engines work. As governors have moved into the electronic age the feedback can be from an actuator or real power output of the generator, and the govenors can communicate between each other to balance out the load and maintain the frequency at the setpoint.
To cvirgil I haven't provided any literature, but I hope I have explained why/how load sharing is needed and is done.
Niall