Two dimensional load balancing

We consider a bi-criteria parallel machine scheduling problem in which the first objective is the minimization of the makespan of the schedule and the second objective is the minimization of the maximum machine cost. Since the problem is strongly NP-hard, we propose a fast heuristic and derive its worst-case performance bound.