Sadaqat Hussain 2025. RESOURCE‑AWARE MACHINE LEARNING FOR CLOUD–EDGE TASK ALLOCATION: A SMALL‑SCALE SYSTEM AND FEDERATED‑LEARNING IMPLICATIONS. Spectrum of Engineering Sciences. 3, 9 (Sep. 2025), 153–164.