Advancements in Quantum Computing and Security: Hybrid Architectures, Optimization, and Intelligent Systems
Quantum computing is an emerging computational paradigm capable of addressing optimization, simulation, and cryptographic challenges beyond the capabilities of classical computing systems.This paper presents a comprehensive review of hybrid computational architectures, quantum machine learning systems, secure communication infrastructures, cloud-based quantum frameworks, and their industrial applications.Through a comparative analysis of existing research, the study examines the potential advantages of quantum systems in computational efficiency, scalability, predictive analytics, and cybersecurity.Furthermore, the paper discusses industrial implementation trends, key challenges, and future research directions for the development of scalable and fault-tolerant quantum computing systems.
International Journal of Progressive Research in Engineering Management and Science•Sep 25, 2026•0 citations