Hana Khamfroush

Dr. Hana Khamfroush is an Associate Professor in Computer Science at the University of Kentucky's College of Engineering, based in the Davis Marksbury Building. Her research develops computational frameworks for next-generation networked systems.

Research focuses on optimizing resource-constrained environments:

• Federated learning architectures for edge/IoT systems
• QoS-aware task scheduling in heterogeneous networks
• Network coding and communication protocols
• Scalable management of interdependent cyber-physical systems

Recent publications (2024-2025) demonstrate specialization in edge AI deployment challenges, particularly regarding latency minimization, energy efficiency, and adaptive model compression. Work frequently incorporates reinforcement learning and optimization theory.