Indispensable CPU-centric Checkpointing for GPUs
Junzhe Li, Ran Shu, Ziyue Yang, Shuotao Xu, Chenxiong Qian, Yongqiang Xiong
APSys | October 2025
Ran Shu
Principal Researcher
Publications
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TENET: An Efficient Sparsity-Aware LUT-Centric Architecture for Ternary LLM Inference On Edge
Zhirui Huang, Ran Shu, Shijie Cao, Ran Shu, Ian Wang, Ting Cao, Chixiao Chen, Yongqiang Xiong
September 2025
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Software-based Live Migration for RDMA
Xiaoyu Li, Ran Shu, Yongqiang Xiong, Fengyuan Ren
ACM SIGCOMM | September 2025
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Miniature: Fast AI Supercomputer Networks Simulation on FPGAs
Yicheng Qian, Ran Shu, Rui Ma, Yang Wang, Derek Chiou, Nadeen Gebara, Luca Piccolboni, Miriam Leeser, Yongqiang Xiong
APNet | August 2025
Best Student Paper
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Nüwa: Efficient Generative Control Plane for AI Network Simulation
Wenkai li, Ran Shu, Peng Zhang, Yongqiang Xiong
APNet | August 2025
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SRC: A Scalable Reliable Connection for RDMA with Decoupled QPs and Connections
Yiren Zhao, Ran Shu, Yongqiang Xiong
APNet | August 2025
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Daredevil: Rescue Your Flash Storage from Inflexible Kernel Storage Stack
Junzhe Li, Ran Shu, Jiayi Lin, Qingyu Zhang, Ziyue Yang, Jie Zhang, Yongqiang Xiong, Chenxiong Qian
EuroSys | April 2025
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NeoMem: Hardware/Software Co-Design for CXL-Native Memory Tiering
Zhe Zhou, Yiqi Chen, Tao Zhang, Yang Wang, Ran Shu, Shuotao Xu, Peng Cheng, Lei Qu, Yongqiang Xiong, Jie Zhang, Guangyu Sun
2024 International Symposium on Microarchitecture | November 2024
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SmartNIC-Enabled Live Migration for Storage-Optimized VMs
Jiechen Zhao, Ran Shu, Lei Qu, Ziyue Yang, Natalie Enright Jerger, Derek Chiou, Peng Cheng, Yongqiang Xiong
APSys | September 2024
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Software-based Live Migration for Containerized RDMA
Xiaoyu Li, Ran Shu, Yongqiang Xiong, Fengyuan Ren
Proceedings of the 8th Asia-Pacific Workshop on Networking | August 2024, pp. 52-58
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PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training
Wei Zhang , Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo
2022 USENIX Annual Technical Conference | July 2022
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A Disaggregate Data Collecting Approach for Loss-Tolerant Applications
Ziyuan Liu, Zhixiong Niu, Ran Shu, Peng Cheng, Wenxue Cheng, Yongqiang Xiong, Lihua Yuan, Jacob Nelson, Dan R. K. Ports
6th Asia-Pacific Workshop on Networking (APNet '22) | July 2022
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Towards User-Defined SLA in Cloud Flash Storage
Jinhao Fan, Ziyue Yang, Ran Shu, Peng Cheng, Yongqiang Xiong
The 12th ACM SIGOPS Asia-Pacific Workshop on Systems | August 2021
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Direct Universal Access: Making Data Center Resources Available to FPGA
Ran Shu, Peng Cheng, Guo Chen, Zhiyuan Guo, Lei Qu, Yongqiang Xiong, Derek Chiou, Thomas Moscibroda
NSDI | March 2019
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Micro-burst in Data Centers: Observations, Analysis, and Mitigations
Danfeng Shan, Fengyuan Ren, Peng Cheng, Ran Shu, Chuanxiong Guo
ICNP | September 2018
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Indispensable CPU-centric Checkpointing for GPUs
Junzhe Li, Ran Shu, Ziyue Yang, Shuotao Xu, Chenxiong Qian, Yongqiang Xiong
APSys | October 2025
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Software-based Live Migration for RDMA
Xiaoyu Li, Ran Shu, Yongqiang Xiong, Fengyuan Ren
ACM SIGCOMM | September 2025
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Nüwa: Efficient Generative Control Plane for AI Network Simulation
Wenkai li, Ran Shu, Peng Zhang, Yongqiang Xiong
APNet | August 2025
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Miniature: Fast AI Supercomputer Networks Simulation on FPGAs
Yicheng Qian, Ran Shu, Rui Ma, Yang Wang, Derek Chiou, Nadeen Gebara, Luca Piccolboni, Miriam Leeser, Yongqiang Xiong
APNet | August 2025
Best Student Paper
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SRC: A Scalable Reliable Connection for RDMA with Decoupled QPs and Connections
Yiren Zhao, Ran Shu, Yongqiang Xiong
APNet | August 2025
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Daredevil: Rescue Your Flash Storage from Inflexible Kernel Storage Stack
Junzhe Li, Ran Shu, Jiayi Lin, Qingyu Zhang, Ziyue Yang, Jie Zhang, Yongqiang Xiong, Chenxiong Qian
EuroSys | April 2025
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SmartNIC-Enabled Live Migration for Storage-Optimized VMs
Jiechen Zhao, Ran Shu, Lei Qu, Ziyue Yang, Natalie Enright Jerger, Derek Chiou, Peng Cheng, Yongqiang Xiong
APSys | September 2024
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Software-based Live Migration for Containerized RDMA
Xiaoyu Li, Ran Shu, Yongqiang Xiong, Fengyuan Ren
Proceedings of the 8th Asia-Pacific Workshop on Networking | August 2024, pp. 52-58
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ARK: GPU-driven Code Execution for Distributed Deep Learning
Changho Hwang, Ran Shu, Peng Cheng, Yongqiang Xiong, KyoungSoo Park
NSDI | April 2023
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PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training
Wei Zhang , Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo
2022 USENIX Annual Technical Conference | July 2022
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A Disaggregate Data Collecting Approach for Loss-Tolerant Applications
Ziyuan Liu, Zhixiong Niu, Ran Shu, Peng Cheng, Wenxue Cheng, Yongqiang Xiong, Lihua Yuan, Jacob Nelson, Dan R. K. Ports
6th Asia-Pacific Workshop on Networking (APNet '22) | July 2022
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Towards User-Defined SLA in Cloud Flash Storage
Jinhao Fan, Ziyue Yang, Ran Shu, Peng Cheng, Yongqiang Xiong
The 12th ACM SIGOPS Asia-Pacific Workshop on Systems | August 2021
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Direct Universal Access: Making Data Center Resources Available to FPGA
Ran Shu, Peng Cheng, Guo Chen, Zhiyuan Guo, Lei Qu, Yongqiang Xiong, Derek Chiou, Thomas Moscibroda
NSDI | March 2019
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Micro-burst in Data Centers: Observations, Analysis, and Mitigations
Danfeng Shan, Fengyuan Ren, Peng Cheng, Ran Shu, Chuanxiong Guo
ICNP | September 2018
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TENET: An Efficient Sparsity-Aware LUT-Centric Architecture for Ternary LLM Inference On Edge
Zhirui Huang, Ran Shu, Shijie Cao, Ran Shu, Ian Wang, Ting Cao, Chixiao Chen, Yongqiang Xiong
September 2025
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Miniature: Fast AI Supercomputer Networks Simulation on FPGAs
Yicheng Qian, Ran Shu, Rui Ma, Yang Wang, Derek Chiou, Nadeen Gebara, Luca Piccolboni, Miriam Leeser, Yongqiang Xiong
APNet | August 2025
Best Student Paper
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SRC: A Scalable Reliable Connection for RDMA with Decoupled QPs and Connections
Yiren Zhao, Ran Shu, Yongqiang Xiong
APNet | August 2025
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NeoMem: Hardware/Software Co-Design for CXL-Native Memory Tiering
Zhe Zhou, Yiqi Chen, Tao Zhang, Yang Wang, Ran Shu, Shuotao Xu, Peng Cheng, Lei Qu, Yongqiang Xiong, Jie Zhang, Guangyu Sun
2024 International Symposium on Microarchitecture | November 2024
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TENET: An Efficient Sparsity-Aware LUT-Centric Architecture for Ternary LLM Inference On Edge
Zhirui Huang, Ran Shu, Shijie Cao, Ran Shu, Ian Wang, Ting Cao, Chixiao Chen, Yongqiang Xiong
September 2025
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ARK: GPU-driven Code Execution for Distributed Deep Learning
Changho Hwang, Ran Shu, Peng Cheng, Yongqiang Xiong, KyoungSoo Park
NSDI | April 2023
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Software-based Live Migration for Containerized RDMA
Xiaoyu Li, Ran Shu, Yongqiang Xiong, Fengyuan Ren
Proceedings of the 8th Asia-Pacific Workshop on Networking | August 2024, pp. 52-58
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Indispensable CPU-centric Checkpointing for GPUs
Junzhe Li, Ran Shu, Ziyue Yang, Shuotao Xu, Chenxiong Qian, Yongqiang Xiong
APSys | October 2025
-
Software-based Live Migration for RDMA
Xiaoyu Li, Ran Shu, Yongqiang Xiong, Fengyuan Ren
ACM SIGCOMM | September 2025
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Nüwa: Efficient Generative Control Plane for AI Network Simulation
Wenkai li, Ran Shu, Peng Zhang, Yongqiang Xiong
APNet | August 2025
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Miniature: Fast AI Supercomputer Networks Simulation on FPGAs
Yicheng Qian, Ran Shu, Rui Ma, Yang Wang, Derek Chiou, Nadeen Gebara, Luca Piccolboni, Miriam Leeser, Yongqiang Xiong
APNet | August 2025
Best Student Paper
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SRC: A Scalable Reliable Connection for RDMA with Decoupled QPs and Connections
Yiren Zhao, Ran Shu, Yongqiang Xiong
APNet | August 2025
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Daredevil: Rescue Your Flash Storage from Inflexible Kernel Storage Stack
Junzhe Li, Ran Shu, Jiayi Lin, Qingyu Zhang, Ziyue Yang, Jie Zhang, Yongqiang Xiong, Chenxiong Qian
EuroSys | April 2025
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NeoMem: Hardware/Software Co-Design for CXL-Native Memory Tiering
Zhe Zhou, Yiqi Chen, Tao Zhang, Yang Wang, Ran Shu, Shuotao Xu, Peng Cheng, Lei Qu, Yongqiang Xiong, Jie Zhang, Guangyu Sun
2024 International Symposium on Microarchitecture | November 2024
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SmartNIC-Enabled Live Migration for Storage-Optimized VMs
Jiechen Zhao, Ran Shu, Lei Qu, Ziyue Yang, Natalie Enright Jerger, Derek Chiou, Peng Cheng, Yongqiang Xiong
APSys | September 2024
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ARK: GPU-driven Code Execution for Distributed Deep Learning
Changho Hwang, Ran Shu, Peng Cheng, Yongqiang Xiong, KyoungSoo Park
NSDI | April 2023
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PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training
Wei Zhang , Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo
2022 USENIX Annual Technical Conference | July 2022
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A Disaggregate Data Collecting Approach for Loss-Tolerant Applications
Ziyuan Liu, Zhixiong Niu, Ran Shu, Peng Cheng, Wenxue Cheng, Yongqiang Xiong, Lihua Yuan, Jacob Nelson, Dan R. K. Ports
6th Asia-Pacific Workshop on Networking (APNet '22) | July 2022
-
Towards User-Defined SLA in Cloud Flash Storage
Jinhao Fan, Ziyue Yang, Ran Shu, Peng Cheng, Yongqiang Xiong
The 12th ACM SIGOPS Asia-Pacific Workshop on Systems | August 2021
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Direct Universal Access: Making Data Center Resources Available to FPGA
Ran Shu, Peng Cheng, Guo Chen, Zhiyuan Guo, Lei Qu, Yongqiang Xiong, Derek Chiou, Thomas Moscibroda
NSDI | March 2019
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Micro-burst in Data Centers: Observations, Analysis, and Mitigations
Danfeng Shan, Fengyuan Ren, Peng Cheng, Ran Shu, Chuanxiong Guo
ICNP | September 2018
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TENET: An Efficient Sparsity-Aware LUT-Centric Architecture for Ternary LLM Inference On Edge
Zhirui Huang, Ran Shu, Shijie Cao, Ran Shu, Ian Wang, Ting Cao, Chixiao Chen, Yongqiang Xiong
September 2025
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Software-based Live Migration for Containerized RDMA
Xiaoyu Li, Ran Shu, Yongqiang Xiong, Fengyuan Ren
Proceedings of the 8th Asia-Pacific Workshop on Networking | August 2024, pp. 52-58
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