Quantum cloud computing: Enterprise strategies for hybrid quantum-classical workloads

Isaac, Clement Praveen Xavier Pakkam (2025) Quantum cloud computing: Enterprise strategies for hybrid quantum-classical workloads. World Journal of Advanced Research and Reviews, 26 (1). pp. 2245-2262. ISSN 2581-9615

Quantum Cloud Computing (QCC) represents a paradigm shift in enterprise computing strategy, merging quantum processing capabilities with traditional cloud infrastructure. This article explores the Quantum-Cloud Hybrid Adoption Model (QCHAM), a comprehensive framework consisting of three critical layers: Quantum Computing-as-a-Service (QCaaS) for scalable access to quantum hardware, Hybrid Quantum-Classical Orchestration (HQCO) for optimized workload distribution, and Quantum-Resilient Security (QRS) for cryptographic resilience. Through detailed case studies in financial services, pharmaceutical research, and logistics, the article demonstrates how leading organizations are already achieving measurable business benefits through hybrid quantum-classical approaches. A strategic roadmap outlines a phased implementation approach, from initial assessment through to advantage realization, while addressing critical security concerns including post-quantum cryptography implementation and quantum-enhanced security capabilities. By balancing the transformative potential of quantum computing with practical implementation considerations, this framework provides enterprise leaders with a structured methodology to integrate quantum capabilities into existing cloud ecosystems, positioning organizations to capitalize on computational breakthroughs as quantum technologies mature.