My Publications.

Conference Papers

1. B. Aldous and A. M. Abdelmoniem. "Split Fine-Tuning of BERT-based Music Models in The Edge-Cloud Continuum: An Empirical Analysis", IEEE International Conference on High Performance Computing and Communications (HPCC), 2025.
2. J. A. Esquivel, B. Aldous, A. M. Abdelmoniem, A. Alhilal, L. You. "Performance Profiling of Federated Learning Across Heterogeneous Mobile Devices", IEEE 24th International Conference on Software Quality, Reliability, and Security Companion (QRS-C), 2024.

Journal Papers

No journal papers yet.

Workshop Papers

1. B. Aldous and A. M. Abdelmoniem. "Comparative Profiling: Insights Into Latent Diffusion Model Training", Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys '24), 2024.

Other Papers

1. B. Aldous. "Percussive audio mixing with Wave-U-Nets", Second MSc Thesis, 2022. DOI: 10.13140/RG.2.2.30052.04480/1
2. B. Aldous. "Data Privacy: Negligence at Marriott International", Critical Review, 2022. DOI: 10.13140/RG.2.2.19595.46881
3. B. Aldous. "The early and late-time accelerated expansion of the universe", Second MSc Thesis, 2018. DOI: 10.13140/RG.2.2.26306.35524
4. B. Aldous. "Primordial black holes as possible candidates for dark matter", BSc Thesis, 2017. DOI: 10.13140/RG.2.2.12884.58244