Sohan Singh Thakur Kaling. A Scalable Framework for Hardware-in-the-Loop (HIL) Firmware Validation in Complex IOT Ecosystems. JCSTS. 2025;7(12):183-191. doi:10.32996/jcsts.2025.7.12.24