ARK: GPU-driven Code Execution for Distributed Deep Learning
Changho Hwang, Ran Shu, Peng Cheng, Yongqiang Xiong, KyoungSoo Park
NSDI | April 2023
Ran Shu
Senior Researcher
Publications
Publications by Year
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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
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
Publications by Research Area
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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
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
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
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
Micro-burst in Data Centers: Observations, Analysis, and Mitigations
Danfeng Shan, Fengyuan Ren, Peng Cheng, Ran Shu, Chuanxiong Guo
ICNP | September 2018
Publications by Type
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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
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
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
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
Micro-burst in Data Centers: Observations, Analysis, and Mitigations
Danfeng Shan, Fengyuan Ren, Peng Cheng, Ran Shu, Chuanxiong Guo
ICNP | September 2018