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Research

Publications: Mr Brad Aldous

Aldous B, Abdelmoniem AM ( 2025 ) . Split Fine-Tuning of BERT-Based Music Models in the Edge-Cloud Continuum: An Empirical Analysis . Conference: 2025 IEEE International Conference on High Performance Computing and Communications (HPCC) vol. 00 , 428 - 435 .
Dixon S, Guinot J, Yusuf F, Aldous B, Bhandari K, Bradshaw L, Guo Z, He Z et al. ( 2024 ) . DMRN+19: Digital Music Research Network One-day Workshop 2024 . https://www.qmul.ac.uk/dmrn/dmrn19/ . Conference: DMRN+19: Digital Music Research Network One-day Workshop 2024 ( Arst Two - QMUL (Queen Mary University of London); London E1 4NS, UK. ) from: 17/12/2024 to: 17/12/2024 , 1 - 25 .
Esquivel JA, Aldous B, Abdelmoniem AM, Alhilal A, You L ( 2024 ) . Performance Profiling of Federated Learning Across Heterogeneous Mobile Devices . Conference: 2024 IEEE 24th International Conference on Software Quality, Reliability, and Security Companion (QRS-C) vol. 00 , 363 - 372 .
Aldous B, Abdelmoniem AM ( 2024 ) . Comparative Profiling . Conference: Proceedings of the 4th Workshop on Machine Learning and Systems176 - 183 .