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Please cite the following papers:
@INPROCEEDINGS{GTDLBenchICDCS,
author={{Liu}, Ling and {Wu}, Yanzhao and {Wei}, Wenqi and {Cao}, Wenqi and {Sahin}, Semih and {Zhang}, Qi},
booktitle={2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS)},
title="{Benchmarking Deep Learning Frameworks: Design Considerations, Metrics and Beyond}",
year={2018},
pages={1258-1269},
doi={10.1109/ICDCS.2018.00125},
ISSN={2575-8411},
month={July},
}
@ARTICLE{GTDLBencharTSC,
author={Y. {Wu} and L. {Liu} and C. {Pu} and W. {Cao} and S. {Sahin} and W. {Wei} and Q. {Zhang}},
journal={IEEE Transactions on Services Computing},
title={A Comparative Measurement Study of Deep Learning as a Service Framework},
year={2019},
volume={},
number={},
pages={1-1},
keywords={Libraries;Parallel processing;Hardware;Training;Runtime;Deep learning;Task analysis;Deep Learning as a Service;Big Data;Deep Neural Networks;Accuracy},
doi={10.1109/TSC.2019.2928551},
ISSN={1939-1374},
month={},
}
@INPROCEEDINGS{GTDLBenchBigData,
author={{Wu}, Yanzhao and and {Cao}, Wenqi and {Sahin}, Semih and {Liu}, Ling},
booktitle={2018 IEEE 38th International Conference on Big Data},
title="{Experimental Characterizations and Analysis of Deep Learning Frameworks}",
year={2018},
month={December},
}