Gyeongchan Yun

Gyeongchan Yun

Ulsan National Institute of Science & Technology UNIST - Eonyang / South Korea
Engineering & Technology / Computer Science
AD Scientific Index ID: 4855940
울산과학기술대학교
person_outline Gyeongchan Yun's MOST POPULAR ARTICLES
1-) {HetPipe}: Enabling large {DNN} training on (whimpy) heterogeneous {GPU} clusters through integration of pipelined model parallelism and data parallelismJH Park, G Yun, MY Chang, NT Nguyen, S Lee, J Choi, SH Noh, Y Choi2020 USENIX Annual Technical Conference (USENIX ATC 20), 307-321, 2020862020
2-) DyTIS: A Dynamic Dataset Targeted Index Structure Simultaneously Efficient for Search, Insert, and ScanJ Yang, H Yoon, G Yun, SH Noh, Y ChoiProceedings of the Eighteenth European Conference on Computer Systems, 800-816, 20232023
3-) A Dynamic Characteristic Aware Index Structure Optimized for Real-world DatasetsJ Yang, H Yoon, G Yun, S Noh, Y ChoiACM Transactions on Storage, 20242024
4-) Hybrid Model Parallel and All-Reduce on Distributed GPU ClustersG Yun, S Lee, C Yi
5-) PHD-PSGD: Probabilistic Heterogeneity-aware Decentralized TrainingG Yun