Segui
Changho Hwang
Changho Hwang
Microsoft Research
Email verificata su microsoft.com - Home page
Titolo
Citata da
Citata da
Anno
APUNet: Revitalizing GPU as Packet Processing Accelerator
Y Go, MA Jamshed, YG Moon, C Hwang, KS Park
The 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI), 2017
1192017
Elastic Resource Sharing for Distributed Deep Learning
C Hwang, T Kim, S Kim, J Shin, KS Park
The 18th USENIX Symposium on Networked Systems Design and Implementation (NSDI), 2021
592021
Confident Multiple Choice Learning
K Lee, C Hwang, KS Park, J Shin
The 34th International Conference on Machine Learning (ICML), 2017
542017
Tutel: Adaptive mixture-of-experts at scale
C Hwang, W Cui, Y Xiong, Z Yang, Z Liu, H Hu, Z Wang, R Salas, J Jose, ...
The 6th Conference on Machine Learning and Systems (MLSys), 2023
41*2023
Accelerating GNN training with locality-aware partial execution
T Kim, C Hwang, KS Park, Z Lin, P Cheng, Y Miao, L Ma, Y Xiong
The 12th ACM SIGOPS Asia-Pacific Workshop on Systems (APSys), 2021
92021
Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference
R Hwang, J Wei, S Cao, C Hwang, X Tang, T Cao, M Yang, M Rhu
arXiv preprint arXiv:2308.12066, 2023
32023
A case for two-stage inference with knowledge caching
G Park, C Hwang, KS Park
The 3rd International Workshop on Deep Learning for Mobile Systems and …, 2019
22019
ARK: GPU-driven Code Execution for Distributed Deep Learning
C Hwang, KS Park, R Shu, X Qu, P Cheng, Y Xiong
The 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI), 0
1*
Sparse encoding and decoding at mixture-of-experts layer
Y Xiong, C Hwang, W Cui, Y Ziyue, Z Liu, H Hu, Z Wang, RO Salas, J Jose, ...
US Patent App. 18/318,436, 2024
2024
ForestColl: Efficient Collective Communications on Heterogeneous Network Fabrics
L Zhao, S Maleki, Z Yang, H Pourreza, A Shah, C Hwang, ...
arXiv preprint arXiv:2402.06787, 2024
2024
Towards GPU-driven Code Execution for Distributed Deep Learning
C Hwang, KS Park, R Shu, X Qu, P Cheng, Y Xiong
The 3rd Machine Learning for Computer Architecture and Systems, 2022
2022
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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