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Weihao Cui
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2020 – today
- 2024
- [j5]Cong Guo
, Fengchen Xue
, Jingwen Leng
, Yuxian Qiu
, Yue Guan
, Weihao Cui
, Quan Chen
, Minyi Guo:
Accelerating Sparse DNNs Based on Tiled GEMM. IEEE Trans. Computers 73(5): 1275-1289 (2024) - [i5]Cong Guo, Fengchen Xue, Jingwen Leng, Yuxian Qiu, Yue Guan, Weihao Cui, Quan Chen, Minyi Guo:
Accelerating Sparse DNNs Based on Tiled GEMM. CoRR abs/2402.10876 (2024) - [i4]Chunyu Xue, Weihao Cui, Han Zhao, Quan Chen, Shulai Zhang, Pengyu Yang, Jing Yang, Shaobo Li, Minyi Guo:
A Codesign of Scheduling and Parallelization for Large Model Training in Heterogeneous Clusters. CoRR abs/2403.16125 (2024) - [i3]Han Zhao, Weihao Cui, Quan Chen, Shulai Zhang, Zijun Li, Jingwen Leng, Chao Li, Deze Zeng, Minyi Guo:
Towards Fast Setup and High Throughput of GPU Serverless Computing. CoRR abs/2404.14691 (2024) - [i2]Pai Zeng, Zhenyu Ning, Jieru Zhao, Weihao Cui, Mengwei Xu, Liwei Guo, Xusheng Chen, Yizhou Shan:
The CAP Principle for LLM Serving: A Survey of Long-Context Large Language Model Serving. CoRR abs/2405.11299 (2024) - 2023
- [j4]Han Zhao, Weihao Cui
, Quan Chen
, Minyi Guo
:
ISPA: Exploiting Intra-SM Parallelism in GPUs via Fine-Grained Resource Management. IEEE Trans. Computers 72(5): 1473-1487 (2023) - [j3]Han Zhao
, Weihao Cui
, Quan Chen
, Jingwen Leng
, Deze Zeng
, Minyi Guo
:
Improving Cluster Utilization Through Adaptive Resource Management for Deep Neural Network and CPU Jobs Colocation. IEEE Trans. Computers 72(12): 3458-3472 (2023) - [c12]Yangjie Zhou
, Yaoxu Song
, Jingwen Leng
, Zihan Liu
, Weihao Cui
, Zhendong Zhang
, Cong Guo
, Quan Chen
, Li Li
, Minyi Guo
:
AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs. CF 2023: 52-62 - [c11]Binghao Chen
, Han Zhao
, Weihao Cui
, Yifu He
, Shulai Zhang
, Quan Chen
, Zijun Li
, Minyi Guo
:
Maximizing the Utilization of GPUs Used by Cloud Gaming through Adaptive Co-location with Combo. SoCC 2023: 265-280 - [c10]Jiagan Cheng, Yilong Zhao, Zijun Li, Quan Chen, Weihao Cui, Minyi Guo:
Microless: Cost-Efficient Hybrid Deployment of Microservices on IaaS VMs and Serverless. ICPADS 2023: 2303-2310 - [c9]Weihao Cui, Zhenhua Han, Lingji Ouyang, Yichuan Wang, Ningxin Zheng, Lingxiao Ma, Yuqing Yang, Fan Yang, Jilong Xue, Lili Qiu, Lidong Zhou, Quan Chen, Haisheng Tan, Minyi Guo:
Optimizing Dynamic Neural Networks with Brainstorm. OSDI 2023: 797-815 - [i1]Yangjie Zhou, Yaoxu Song, Jingwen Leng, Zihan Liu, Weihao Cui, Zhendong Zhang, Cong Guo, Quan Chen, Li Li, Minyi Guo:
AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs. CoRR abs/2305.17408 (2023) - 2022
- [j2]Wei Zhang
, Quan Chen
, Ningxin Zheng, Weihao Cui
, Kaihua Fu
, Minyi Guo
:
Toward QoS-Awareness and Improved Utilization of Spatial Multitasking GPUs. IEEE Trans. Computers 71(4): 866-879 (2022) - [c8]Han Zhao, Weihao Cui, Quan Chen, Youtao Zhang, Yanchao Lu, Chao Li, Jingwen Leng, Minyi Guo:
Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS. HPCA 2022: 800-813 - [c7]Shulai Zhang, Weihao Cui, Quan Chen, Zhengnian Zhang, Yue Guan, Jingwen Leng, Chao Li, Minyi Guo:
PAME: precision-aware multi-exit DNN serving for reducing latencies of batched inferences. ICS 2022: 37:1-37:12 - [c6]Weihao Cui, Han Zhao, Quan Chen, Hao Wei, Zirui Li, Deze Zeng, Chao Li, Minyi Guo:
DVABatch: Diversity-aware Multi-Entry Multi-Exit Batching for Efficient Processing of DNN Services on GPUs. USENIX ATC 2022: 183-198 - 2021
- [j1]Weihao Cui
, Quan Chen
, Han Zhao, Mengze Wei, Xiaoxin Tang
, Minyi Guo
:
E2bird: Enhanced Elastic Batch for Improving Responsiveness and Throughput of Deep Learning Services. IEEE Trans. Parallel Distributed Syst. 32(6): 1307-1321 (2021) - [c5]Han Zhao, Weihao Cui, Quan Chen, Jieru Zhao, Jingwen Leng, Minyi Guo:
Exploiting Intra-SM Parallelism in GPUs via Persistent and Elastic Blocks. ICCD 2021: 290-298 - [c4]Weihao Cui, Han Zhao, Quan Chen, Ningxin Zheng, Jingwen Leng, Jieru Zhao, Zhuo Song, Tao Ma, Yong Yang, Chao Li, Minyi Guo:
Enable simultaneous DNN services based on deterministic operator overlap and precise latency prediction. SC 2021: 15 - 2020
- [c3]Han Zhao, Weihao Cui, Quan Chen, Jingwen Leng, Kai Yu, Deze Zeng, Chao Li, Minyi Guo:
CODA: Improving Resource Utilization by Slimming and Co-locating DNN and CPU Jobs. ICDCS 2020: 853-863
2010 – 2019
- 2019
- [c2]Weihao Cui, Mengze Wei, Quan Chen, Xiaoxin Tang, Jingwen Leng, Li Li, Mingyi Guo:
Ebird: Elastic Batch for Improving Responsiveness and Throughput of Deep Learning Services. ICCD 2019: 497-505 - [c1]Wei Zhang, Weihao Cui, Kaihua Fu, Quan Chen, Daniel Edward Mawhirter, Bo Wu, Chao Li, Minyi Guo:
Laius: Towards latency awareness and improved utilization of spatial multitasking accelerators in datacenters. ICS 2019: 58-68
Coauthor Index
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last updated on 2024-07-30 20:41 CEST by the dblp team
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