Edge Computing Revolution: Architecting the Future of Distributed Infrastructure
DOI:
https://doi.org/10.32628/CSEIT25112490Keywords:
Edge computing, VMware, multi-cloud integration, artificial intelligence, data sovereigntyAbstract
VMware's Edge Computing and Emerging Technologies are transforming modern IT infrastructure by enabling organizations to process data closer to the source, reducing latency and enhancing performance for distributed workloads. This comprehensive article encompasses the Edge Compute Stack (ECS), which provides a lightweight, scalable solution for deploying virtual machines at the edge across industries such as retail, manufacturing, and telecommunications. The integration of AI and machine learning capabilities, powered by GPUs, enables advanced analytics while maintaining data sovereignty in compliance with regional regulations. VMware's multi-cloud strategies strengthen edge deployments by ensuring workload mobility and disaster recovery across environments. Future technological advancements include ARM-based deployments, quantum-safe encryption, and self-healing infrastructure. Real-world applications demonstrate tangible benefits in retail inventory management, manufacturing predictive maintenance, and telecommunications service delivery. VMware's security approach incorporates multiple protection layers through micro-segmentation and zero-trust principles, while the Sovereign Cloud framework addresses data governance systematically across distributed environments.
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GeeksforGeeks, "How Does Edge Computing Reduces Latency?," GeeksforGeeks Technical Library, 2024. https://www.geeksforgeeks.org/how-does-edge-computing-reduces-latency/
VMware Technical Documentation, "VMware Edge Compute Stack," VMware Product Documentation. https://www.vmware.com/products/software-defined-edge/edge-compute/stack
Jongmin Jo et al., "Benchmarking GPU-Accelerated Edge Devices," 2020 IEEE International Conference on Big Data and Smart Computing (BigComp), 2020. https://www.researchgate.net/publication/340811622_Benchmarking_GPU-Accelerated_Edge_Devices
Damon Garn, "Data sovereignty compliance challenges and best practices," TechTarget SearchSecurity, 2025. https://www.techtarget.com/searchsecurity/tip/Data-sovereignty-compliance-challenges-and-best-practices
Dipti Parmar, "Cloud and Edge Computing Get Better Together," The Forecast by Nutanix, 2024. https://www.nutanix.com/theforecastbynutanix/technology/edge-and-cloud-computing-together
Rajesh Kotha, "Multi-Cloud Strategies for Enhanced Resilience and Flexibility," Journal of Artificial Intelligence & Cloud Computing 2(4):1-5, 2023. https://www.researchgate.net/publication/383617187_Multi-Cloud_Strategies_for_Enhanced_Resilience_and_Flexibility
Assured Systems, "ARM-based vs Intel x86-based: Which is better for industrial computing?" Assured Systems Technical Resources. https://www.assured-systems.com/arm-based-vs-intel-x86-based-which-is-better-for-industrial-computing/
Carl Windsor, "Quantum-Safe Encryption: Safeguarding Data for the Quantum Era," Fortinet Blog, 2025. https://www.fortinet.com/blog/industry-trends/quantum-safe-encryption-safeguarding-data-for-the-quantum-era
Aaron Rowsell, "Edge Computing ROI: Understanding Costs and Benefits," Simply NUC Technical Blog, 2025. https://simplynuc.co.uk/blog/edge-computing-cost-and-roi-analysis/
Cogent Information Systems, "Real-World Applications of Edge Computing: Industry Case Studies," Cogent Resources, 2024. https://www.cogentinfo.com/resources/real-world-applications-of-edge-computing-industry-case-studies
Godwin Nzeako and Rahman Akorede Shittu, "Implementing zero trust security models in cloud computing environments," World Journal of Advanced Research and Reviews, 2024. https://wjarr.com/sites/default/files/WJARR-2024-3500.pdf
Puneet Matai, "Designing for Data Sovereignty: Architecture Considerations for Global Data Storage and Management," International Journal of Business Quantitative Economics and Applied Management Research,Volume-7,Issue-9,2023. https://ijbemr.com/wp-content/uploads/2024/08/DESIGNING-FOR-DATA-SOVEREIGNTY-ARCHITECTURE-CONSIDERATIONS-FOR-GLOBAL-DATA-STORAGE-AND-MANAGEMENT.pdf
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