A. S. Researcher. “Dynamic Resource Optimization for Generative AI Workloads: A Simulation-Driven Approach to Mitigating Cold-Start Latency and Cost Inefficiency in Cloud Environments”. Library of Ethiopian International Journal of Multidisciplinary Research, vol. 12, no. 11, Nov. 2025, pp. 519-25, doi:10.55640/leijmr.v12i11.150.