NVWAL: Exploiting NVRAM in write-ahead logging WH Kim, J Kim, W Baek, B Nam, Y Won ACM SIGPLAN Notices 51 (4), 385-398, 2016 | 149 | 2016 |
Nsml: Meet the mlaas platform with a real-world case study H Kim, M Kim, D Seo, J Kim, H Park, S Park, H Jo, KH Kim, Y Yang, Y Kim, ... arXiv preprint arXiv:1810.09957, 2018 | 105 | 2018 |
Nsml: A machine learning platform that enables you to focus on your models N Sung, M Kim, H Jo, Y Yang, J Kim, L Lausen, Y Kim, G Lee, D Kwak, ... arXiv preprint arXiv:1712.05902, 2017 | 79 | 2017 |
Parallel multi-dimensional range query processing with R-trees on GPU J Kim, SG Kim, B Nam Journal of Parallel and Distributed Computing 73 (8), 1195-1207, 2013 | 63 | 2013 |
clfB-tree: Cacheline friendly persistent B-tree for NVRAM WH Kim, J Seo, J Kim, B Nam ACM Transactions on Storage (TOS) 14 (1), 1-17, 2018 | 39 | 2018 |
Exploiting Massive Parallelism for Indexing Multi-dimensional Datasets on the GPU J Kim, W Jeong, B Nam IEEE Transactions on Parallel and Distributed Systems, 2014 | 30 | 2014 |
VisualHyperTuner: Visual analytics for user-driven hyperparameter tuning of deep neural networks H Park, J Kim, M Kim, JH Kim, J Choo, JW Ha, N Sung Demo at SysML Conference, 2019 | 20 | 2019 |
Co-processing heterogeneous parallel index for multi-dimensional datasets J Kim, B Nam Journal of Parallel and Distributed Computing 113, 195-203, 2018 | 18 | 2018 |
Parallel tree traversal for nearest neighbor query on the GPU M Nam, J Kim, B Nam 2016 45th International Conference on Parallel Processing (ICPP), 113-122, 2016 | 18 | 2016 |
A performance study of traversing spatial indexing structures in parallel on GPU J Kim, S Hong, B Nam 2012 IEEE 14th International Conference on High Performance Computing and …, 2012 | 14 | 2012 |
CHOPT: Automated hyperparameter optimization framework for cloud-based machine learning platforms J Kim, M Kim, H Park, E Kusdavletov, D Lee, A Kim, JH Kim, JW Ha, ... arXiv preprint arXiv:1810.03527, 2018 | 8 | 2018 |
High-throughput query scheduling with spatial clustering based on distributed exponential moving average B Nam, D Hwang, J Kim, M Shin Distributed and Parallel Databases 30 (5), 401-414, 2012 | 6 | 2012 |
Multi-dimensional multiple query scheduling with distributed semantic caching framework Y Eom, J Kim, B Nam Cluster Computing 18, 1141-1156, 2015 | 5 | 2015 |
Improving Multi-dimensional query processing with data migration in distributed cache infrastructure Y Eom, J Kim, D Hwang, J Kwak, M Shin, B Nam 2014 21st International Conference on High Performance Computing (HiPC), 1-10, 2014 | 2 | 2014 |
Exploiting Graphics Processing Units for Massively Parallel Multi-Dimensional Indexing J Kim Graduate School of UNIST, 2017 | | 2017 |
Collaborative Multi-dimensional Dataset Processing with Distributed Cache Infrastructure in the Cloud Y Eom, J Moon, J Kim, B Nam 2014 International Conference on Cloud and Autonomic Computing, 241-248, 2014 | | 2014 |
GLOVE: An Interactive Visualization Service Framework with Multi-Dimensional Indexing on the GPU J Kim, S Lee, JY Lee, B Nam, MA Kim | | |