In this paper, scheduling problems with communication delays are considered. Formally, we are given a partial order relation on a set of tasks , a set of processors , and a deadline . Supposing that a unit communication delay between two tasks and such that occurs whenever and are scheduled on different processors, the question is: Can the tasks of be scheduled on within time ? It is shown here that the problem is NP-complete even if . Also, for an unlimited number of processors, C. Picouleau has shown that for the problem is NP-complete. Here it is shown that it remains NP-complete for but is polynomially solvable for , which closes the gap between P and NP for this problem, as regards the deadline.