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Andrei-Octavian Brabete
Andrei-Octavian Brabete
Verified email at imperial.ac.uk
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KungFu: Making Training in Distributed Machine Learning Adaptive
L Mai, G Li, M Wagenländer, K Fertakis, AO Brabete, P Pietzuch
14th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2020
632020
Taming hyper-parameters in deep learning systems
L Mai, A Koliousis, G Li, AO Brabete, P Pietzuch
ACM SIGOPS Operating Systems Review 53 (1), 52-58, 2019
262019
Towards NLP with deep learning: Convolutional neural networks and recurrent neural networks for offensive language identification in social media
AB Puiu, AO Brabete
arXiv preprint arXiv:1903.00665, 2019
32019
ServerlessLLM: Locality-Enhanced Serverless Inference for Large Language Models
Y Fu, L Xue, Y Huang, AO Brabete, D Ustiugov, Y Patel, L Mai
arXiv preprint arXiv:2401.14351, 2024
2024
Kungfu: A Novel Distributed Training System for TensorFlow using Flexible Synchronisation
AO Brabete, P Pietzuch, D Tuncer
2019
Adaptive Distributed Training of Deep Learning Models
L Mai, G Li, AO Brabete, A Koliousis, P Pietzuch
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Articles 1–6