Mustafa Özdal

Software-hardware co-design for fast and scalable training of deep learning recommendation models

Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang et al. · 2022 · 116 citations

Artificial Intelligence, Engineering, Machine Learning +20

Understanding data storage and ingestion for large-scale deep recommendation model training

Mark Zhao, Niket Agarwal, Aarti Basant et al. · 2022 · 63 citations · Full text

Cluster Computing, Training Efficiency, Engineering +24

Inspiratory muscle training improves pulmonary functions and respiratory muscle strength in healthy male smokers

Özgür Bostancı, Hakan Mayda, Coşkun Yılmaz et al. · Respiratory Physiology & Neurobiology · 2019 · 54 citations

Asthma, Tobacco Control, Kinesiology +14

Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems

Maxim Naumov, John Kim, Dheevatsa Mudigere et al. · arXiv (Cornell University) · 2020 · 54 citations · Full text

Engineering, Machine Learning, Training Demand +18

Acute effects of inspiratory muscle warm-up on pulmonary function in healthy subjects

Mustafa Özdal · Respiratory Physiology & Neurobiology · 2016 · 46 citations

Acute Lung Injury, Pulmonary Circulation, Healthy Subjects +13