Hi
It is probably a biomechanical problem. My advice would be to visit a sports injury specialist near you who will be able to assess your feet, ankles, calves, knees, hips and lower back to see whats happening.

For one reason or another you are probably putting to much stress on the ankles causing the calfs to tighten up and cramp easily through being over worked.