A novel approach for performance-based clustering and anagement of network traffic flows. - Muna Al-Saadi; Bogdan V. Ghita; Stavros Shiaeles; Panagiotis G. Sarigiannidis (IWCMC, 2019)

Unsupervised Machine Learning-Based Elephant and Mice Flow Identification. - Muna Al-Saadi; Asiya Khan; Vasilios I. Kelefouras; David J. Walker; Bushra Al-Saadi (SAI (2), 2021)

SDN-Based Routing Framework for Elephant and Mice Flows Using Unsupervised Machine Learning. - Muna Al-Saadi; Asiya Khan; Vasilios I. Kelefouras; David J. Walker; Bushra Al-Saadi (Network, 2023)