The paper is dedicated to the design problem of a wireless communication network. The problem of base stations optimal placement along a linear section is formulated. The goal is to maximize the coverage area under the control of multiple deployed base stations while respecting budget constraints. In the paper, the features of the technological statement are analyzed. The formulation of the problem in the form of integer linear programming (ILP) is proposed. Based on the results of the placement algorithm (points of placed stations) to enforce conditions of technological restrictions, we evaluated network performance by NS-3 simulator. The optimal placement and also all obtained integer solutions in solving the problem were used to estimate the network performance. The ILP problem and NS-3 simulation were computed via software for parallel tasks computation. All calculations are produced in cloud servers. The comparison results of network performance are given in the paper