Leveraging Quantum Computing and AI-Driven Integration Platforms for Next-Generation Enterprise Architectures

Authors

  • Himanshu Nigam Armanino Advisory LLC, USA Author

DOI:

https://doi.org/10.32628/CSEIT251112362

Keywords:

Enterprise Architecture Transformation, Quantum-AI Integration, Self-Healing Systems, Hybrid Computing Infrastructure, Next-Generation Decision Making

Abstract

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.

Downloads

Download data is not yet available.

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

Downloads

Published

25-02-2025

Issue

Section

Research Articles

How to Cite

Leveraging Quantum Computing and AI-Driven Integration Platforms for Next-Generation Enterprise Architectures. (2025). International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 11(1), 3420-3428. https://doi.org/10.32628/CSEIT251112362