K V S R Pavan Kumar, Dr. Bechoo Lal, Dr. Bysani Venkata Srinivasulu. GRAPH-NEURAL-NETWORK-DRIVEN PROACTIVE RESOURCE ALLOCATION FOR CLOUD WORKLOADS: A PREDICTIVE GRAPHMODELING FRAMEWORK. AJACCM. 2025;5(4):335-345. doi:10.64751/ajaccm.2025.v5.n4.pp335-345