publications

2023

1. IEEE Access

   Enabling Large Batch Size Training for DNN Models Beyond the Memory Limit While Maintaining Performance

   Xinyu Piao, Doangjoo Synn, Jooyoung Park, and Jong-Kook Kim

   IEEE Access, 2023

   Bib

   @article{10242106,
     author = {Piao, Xinyu and Synn, Doangjoo and Park, Jooyoung and Kim, Jong-Kook},
     journal = {IEEE Access},
     title = {Enabling Large Batch Size Training for DNN Models Beyond the Memory Limit While Maintaining Performance},
     year = {2023},
     volume = {11},
     number = {},
     pages = {102981-102990},
     doi = {10.1109/ACCESS.2023.3312572}
   }

2022

1. arXiv

   Dataloader Parameter Tuner: An Automated Dataloader Parameter Tuner for Deep Learning Models

   JooYoung Park, DoangJoo Synn, XinYu Piao, and Jong-Kook Kim

   2022

   Bib

   @misc{park2022dataloader,
     title = {Dataloader Parameter Tuner: An Automated Dataloader Parameter Tuner for Deep Learning Models},
     author = {Park, JooYoung and Synn, DoangJoo and Piao, XinYu and Kim, Jong-Kook},
     year = {2022},
     eprint = {2210.05244},
     archiveprefix = {arXiv},
     primaryclass = {cs.DC}
   }

2021

1. KIPS

   A Survey on the Advancement of Virtualization Technology

   JooYoung Park, DoangJoo Synn, and JongKook Kim

   In Proceedings of the Korea Information Processing Society Conference, 2021

   Bib

   @inproceedings{park2021survey,
     title = {A Survey on the Advancement of Virtualization Technology},
     author = {Park, JooYoung and Synn, DoangJoo and Kim, JongKook},
     booktitle = {Proceedings of the Korea Information Processing Society Conference},
     pages = {12--15},
     year = {2021},
     organization = {Korea Information Processing Society}
   }