The Convergence of Distributed Computing and Quantum Computing: A Paradigm Shift in Computational Power Prudhvi Naayini1*, Chiranjeevi Bura1, Anil Kumar Jonnalagadda2 Abstract The rapid evolution of computational technologies has led to the emergence of quantum computing as a powerful supplement to traditional distributed computing. The increasing complexity of machine learning