Distributed application execution in fog computing: A taxonomy, challenges and future directions. - Maria Ashraf; Muhammad Shiraz; Almas Abbasi; Saleh Albahli (J. King Saud Univ. Comput. Inf. Sci., 2022)

Microservice Application Scheduling in Multi-Tiered Fog-Computing-Enabled IoT. - Maria Ashraf; Muhammad Shiraz; Almas Abbasi; Omar Saad Alqahtani; Gran Badshah; Ayodele Lasisi (Sensors, 2023)

An enhanced framework for real-time dense crowd abnormal behavior detection using YOLOv8. - Rabia Nasir; Zakia Jalil; Muhammad Nasir; Tahani Alsubait; Maria Ashraf; Sadia Saleem (Artif. Intell. Rev., 2025)