Leveraging Quantum Computing and AI-Driven Integration Platforms for Next-Generation Enterprise Architectures
DOI:
https://doi.org/10.32628/CSEIT251112362Keywords:
Enterprise Architecture Transformation, Quantum-AI Integration, Self-Healing Systems, Hybrid Computing Infrastructure, Next-Generation Decision MakingAbstract
The convergence of quantum computing and artificial intelligence presents transformative opportunities for revolutionizing enterprise architecture (EA). This comprehensive article explores how the integration of quantum computing capabilities with AI-driven platforms addresses the mounting challenges of data complexity and real-time decision-making in modern enterprises. It examines theoretical foundations, practical implementations, and potential impacts of hybrid quantum-classical systems on next-generation enterprise architectures. By investigating quantum advantages in computing, AI-driven integration platforms, and self-healing architectures, this article provides insights into the technical requirements and implementation challenges organizations face. Through experimental use cases in financial services and supply chain management, the article demonstrates the practical applications and benefits of quantum-AI integration. It highlights the importance of developing robust frameworks for adopting these cutting-edge technologies, paving the way for resilient and innovative enterprise architectures that can effectively respond to the demands of an increasingly interconnected digital landscape.
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References
David Reinsel, John Gantz, and John Rydning, "The Digitization of the World: From Edge to Core," IDC White Paper, November 2018. [Online]. Available: https://www.seagate.com/files/www-content/our-story/trends/files/idc-seagate-dataage-whitepaper.pdf
Shanmukha Eeti et al., "Scalability And Performance Optimization In Distributed Systems: Exploring Techniques To Enhance The Scalability And Performance Of Distributed Computing Systems," International Journal of Creative Research Thoughts, vol. 11, no. 5, pp. 1234-1245, May 2023. [Online]. Available: https://www.ijcrt.org/papers/IJCRT23A5530.pdf
Emily Grumbling and Mark Horowitz, "Quantum Computing: Progress and Prospects (2019)," National Academies of Sciences, Engineering, and Medicine Report, 2019. [Online]. Available: https://nap.nationalacademies.org/catalog/25196/quantum-computing-progress-and-prospects
Robert Kowalke, "Enterprise Architecture Technical Brief: Quantum Computing," Virginia Information Technologies Agency (VITA) Enterprise Architecture, January 2019. [Online]. Available: https://www.vita.virginia.gov/media/vitavirginiagov/it-governance/ea/pdf/Quantum-Computing_Technical-Brief_VITA-Enterprise-Architecture_January-2019.pdf
Melinda Baylon, "Transforming enterprise architecture with AI and ML," FutureCIO, 2024. [Online]. Available: https://futurecio.tech/transforming-enterprise-architecture-with-ai-and-ml/
Zahra Yazdanparast, "A Survey on Self-healing Software System," [Online]. Available: https://arxiv.org/pdf/2403.00455
Paul R. Griffin et al., "Quantum computing: Computational excellence for Society 5.0," Information Systems Research, Singapore Management University, 2021. [Online]. Available: https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=7854&context=sis_research
Quantum News, "Quantum Computing and AI Integration Revolutionizing Decision-Making," Quantum Zeitgeist, 2024. [Online]. Available: https://quantumzeitgeist.com/quantum-computing-and-ai-integration-revolutionizing-decision-making/#google_vignette
D-Wave, "Quantum Computing Applications for Financial Services," D-Wave Systems. [Online]. Available: https://www.dwavesys.com/resources/application/quantum-computing-applications-for-financial-services/
Miguel Núñez-Merino, et al., "Quantum-inspired computing technology in operations and logistics management," International Journal of Physical Distribution & Logistics Management, 2024. [Online]. Available: https://www.researchgate.net/publication/377982101_Quantum-inspired_computing_technology_in_operations_and_logistics_management
Outworks Solutions Pvt. Ltd., "Quantum Computing: The Future of Technology and Innovation," LinkedIn, 2024. [Online]. Available: https://www.linkedin.com/pulse/quantum-computing-future-technology-h3dxc
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