Weihao Cui

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Resource Management

Stepping Stones

Top Venues

IEEE Trans. Computers

Publications

Cong Guo, Fengchen Xue, Jingwen Leng, Yuxian Qiu, Yue Guan, Weihao Cui, Quan Chen, Minyi Guo
Accelerating Sparse DNNs Based on Tiled GEMM. CoRR (2024)
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 (2024)
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) (2024)
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 (2024)
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 (2024)
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)
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 (2023)
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)
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)
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) (2023)
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)
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) (2023)
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)
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) (2022)
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 Annual Technical Conference (2022)
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)
Weihao Cui, Quan Chen, Han Zhao, Mengze Wei, Xiaoxin Tang, Minyi Guo
bird: Enhanced Elastic Batch for Improving Responsiveness and Throughput of Deep Learning Services. IEEE Trans. Parallel Distributed Syst. 32 (6) (2021)
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)
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)
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)
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)
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)