In this paper we describe a smart and cost effective way to develop a high performance cluster computer to support the undergraduate education program as well as the research of West Virginia University Institute of Technology (WVU Tech). The proposed high performance cluster computer will be used primarily to support the undergraduate education of WVU Tech; and, it will be used very often. The developed supercomputer will be integrated into a wide range of undergraduate courses in Computer Science and Computer Engineering programs. We are hoping that, the new scalable supercomputer will benefit the entire curriculum of the College of Engineering and Sciences at WVU Tech.