Adaptive Edge-Cloud Environments for Rural AI. - Osama Almurshed; Panos Patros; Victoria Huang 001; Michael Mayo; Melanie Ooi; Ryan Chard; Kyle Chard; Omer F. Rana; Harshaan Nagra; Matt Baughman; Ian T. Foster (SCC, 2022)

Greedy Nominator Heuristic: Virtual function placement on fog resources. - Osama Almurshed; Omer F. Rana; Kyle Chard (Concurr. Comput. Pract. Exp., 2022)

A Fault-Tolerant Workflow Composition and Deployment Automation IoT Framework in a Multicloud Edge Environment. - Osama Almurshed; Omer Farooq Rana; Yinhao Li; Rajiv Ranjan 001; Devki Nandan Jha; Pankesh Patel; Prem Prakash Jayaraman; Schahram Dustdar (IEEE Internet Comput., 2022)

Performance Analysis of Apache OpenWhisk Across the Edge-Cloud Continuum. - Areej Alabbas; Ashish Kaushal; Osama Almurshed; Omer F. Rana; Nitin Auluck; Charith Perera (CLOUD, 2023)

An Edge-Cloud Infrastructure for Weed Detection in Precision Agriculture. - Ashish Kaushal; Osama Almurshed; Areej Alabbas; Nitin Auluck; Omer F. Rana (DASC/PiCom/CBDCom/CyberSciTech, 2023)

A Framework for Performance Optimization of Internet of Things Applications. - Osama Almurshed; Souham Meshoul; Asmail Muftah; Ashish Kaushal; Osama Almoghamis; Ioan Petri; Nitin Auluck; Omer F. Rana (Euro-Par Workshops (1), 2023)

Rural AI: Serverless-Powered Federated Learning for Remote Applications. - Panos Patros; Melanie Ooi; Victoria Huang 001; Michael Mayo; Chris Anderson; Stephen Burroughs; Matt Baughman; Osama Almurshed; Omer F. Rana; Ryan Chard; Kyle Chard; Ian T. Foster (IEEE Internet Comput., 2023)

Towards Efficient AI Solutions for Facial Recognition in the Wild. - Asmail Muftah; Osama Almurshed; Mohamed Bennasar; Blaine A. Price; Sarah Laurence; Graham Pike (KES, 2024)

SHIELD: A Secure Heuristic Integrated Environment for Load Distribution in Rural-AI. - Ashish Kaushal; Osama Almurshed; Osama Almoghamis; Areej Alabbas; Nitin Auluck; Bharadwaj Veeravalli; Omer F. Rana (Future Gener. Comput. Syst., 2024)

Enhancing performance of machine learning tasks on edge-cloud infrastructures: A cross-domain Internet of Things based framework. - Osama Almurshed; Ashish Kaushal; Souham Meshoul; Asmail Muftah; Osama Almoghamis; Ioan Petri; Nitin Auluck; Omer F. Rana (Future Gener. Comput. Syst., 2025)

ToSiM-IoT: Toward a Sustainable Optimization of Machine Learning Tasks in Internet of Things. - Ashish Kaushal; Osama Almurshed; Asmail Muftah; Nitin Auluck; Omer F. Rana (IEEE Internet Things J., 2025)

Knowledge Grafting: A Mechanism for Optimizing AI Model Deployment in Resource-Constrained Environments. - Osama Almurshed; Ashish Kaushal; Asmail Muftah; Nitin Auluck; Omer F. Rana (CoRR, 2025)