As the frontiers of computing advance, the integration of quantum computing into traditional cluster environments marks a revolutionary paradigm shift. This article explores the possibilities and challenges of incorporating quantum computing into conventional clusters, unlocking unparalleled potential for solving complex problems. From the fundamental principles to real-world applications, we delve into the transformative impact of quantum computing integration.