Dr. Alistair Sterling (2025) “Advanced SDN-Based Resource Orchestration and Traffic-Aware Virtual Machine Consolidation in Heterogeneous Cloud Environments: A Framework for Reliable AI Lifecycle Management and API Simulation”, American Journal of Applied Science and Technology, 5(12), pp. 282–287. Available at: https://theusajournals.com/index.php/ajast/article/view/9363 (Accessed: 11 March 2026).