In a recent paper, Braun, Chung and Graham [1] have addressed a single-processor scheduling problem with time restrictions. Given a fixed integer B ≥ 2, there is a set of jobs to be processed by a single processor subject to the following B-constraint. For any real x, no unit time interval [x, x + 1) is allowed to intersect more than B jobs. The problem has been shown to be NP-hard when B is part of the input and left as an open question whether it remains NP-hard or not if B is fixed [1,5,7]. This paper contributes to answering this question that we prove the problem is NP-hard even when B = 2. A PTAS is also presented for any constant B ≥ 2.