Applied Science University

Traceability jurisdiction and accountability in distributed AI inference systems operating in stateless computational environments

Abstract Contemporary AI systems increasingly rely on distributed inference environments involving cloud orchestration, external APIs, edge infrastructure, and dynamically allocated computational pathways. In many deployment models, inference activity no longer occurs within a st...

Controlled Night Ventilation for Cooling-Demand Reduction in Bahraini Residential Buildings: A Mixed-Mode Simulation Study

Residential electricity demand in Bahrain is strongly shaped by long cooling seasons, high air-conditioning dependence and the operation of standardised housing typologies. This paper evaluates the energy and comfort implications of applying a controlled night-ventilation mixed-m...