Sun, Y. et al. 2026. A Predictive and Multi-Objective Cloud–Edge Scheduling Framework with Task-Aware Encoding for Real-Time Educational Services. EAI Endorsed Transactions on Scalable Information Systems. 12, 10 (May 2026). DOI:https://doi.org/10.4108/eetsis.11568.