Xiaoyi Lu, Haiyang Shi, Rarjashi Biswas, M. Haseeb Javed, and Dhabaleswar K. Panda. Dlobd: a comprehensive study of deep learning over big data stacks on hpc clusters. IEEE Transactions on Multi-Scale Computing Systems, 4(04):635-648, oct 2018. doi:10.1109/TMSCS.2018.2845886.
@ARTICLE {journals-tmscs-LuSBJP18,
author = {Lu, Xiaoyi and Shi, Haiyang and Biswas, Rarjashi and Javed, M. Haseeb and Panda, Dhabaleswar K.},
journal = {IEEE Transactions on Multi-Scale Computing Systems},
title = {DLoBD: A Comprehensive Study of Deep Learning over Big Data Stacks on HPC Clusters},
year = {2018},
volume = {4},
number = {04},
issn = {2332-7766},
pages = {635-648},
keywords = {machine learning;big data;graphics processing units;training data;parallel processing;deep learning},
doi = {10.1109/TMSCS.2018.2845886},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
series = {TMSCS '18},
month = {oct}
}