Author

Asma' Abu-Samah

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Open access Aug 2026

Tackling Imbalanced Data for Improved Machine Learning-Based Routing in Delay-Tolerant Networks

A Delay Tolerant Network (DTN) is designed for intermittent connectivity and long delays environments, using a store-and-forward approach to transmit data. Machine Learning in Delay Tolerant Networks (DTNs): Prediction of link availability, routing optimization and adaptation to network dynamics. Machine learning model...

Usama Shaker Hachim, Asma' Abu-Samah, E. Alaoui et al. · Jurnal Kejuruteraan · 0 citations

#graph neural networks Review Oct 2026

A Review of Delay-Tolerant Networks for IoT: Multidimensional Taxonomy and Deployment Perspectives

Delay-tolerant networks (DTNs), originally developed for interplanetary communication, have emerged as a key enabler for reliable data delivery in resource-constrained and intermittently connected Internet of Things (IoT) environments, including disaster-affected regions, infrastructure-limited rural deployments, and m...

Usama Shaker Hachim, Asma' Abu-Samah, Nor Fadzilah Abdullah et al. · IEEE Internet of Things Jour... · 0 citations