Peng Cheng

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

Publication

Automated Proof Generation for Rust Code via Self-Evolution

Tianyu Chen, Shuai Lu, Shan Lu, Yeyun Gong, Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Hao Yu, Nan Duan, Peng Cheng, Fan Yang, Shuvendu Lahiri, Tao Xie, Lidong Zhou

ICLR 2025 | October 2024

Publication Project

Integrative Decoding: Improve Factuality via Implicit Self-consistency

Yi Cheng, Xiao Liang, Yeyun Gong, Wen Xiao, Song Wang, Yuji Zhang, Wenjun Hou, Kaishuai Xu, Wenge Liu, Wenjie Li, Jian Jiao, Qi Chen, Peng Cheng, Wayne Xiong

ICLR 2025 | October 2024

DOI Publication Publication

SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation

Yifan Xiong, Yuting Jiang, Ziyue Yang, Lei Qu, Guoshuai Zhao, Shuguang Liu, Dong Zhong, Boris Pinzur, Jie Zhang, Yang Wang, Jithin Jose, Hossein Pourreza, Jeff Baxter, Kushal Datta, Prabhat Ram, Luke Melton, Joe Chau, Peng Cheng, Yongqiang Xiong, Lidong Zhou

USENIX ATC | July 2024

Best Paper Award

Publication PDF Preprint

SPFresh: Incremental In-Place Update for Billion-Scale Vector Search

Yuming Xu, Hengyu Liang, Jin Li, Shuotao Xu, Qi Chen, Qianxi Zhang, Cheng Li , Ziyue Yang, Fan Yang, Yuqing Yang, Peng Cheng, Mao Yang

SOSP'23 | October 2023

Microsoft Research Blog

http://approjects.co.za/?big=en-us/research/blog/unified-database-laying-the-foundation-for-large-language-model-vertical-applications/

Publication

Query Processing on Gaming Consoles

Wei Cui, Qianxi Zhang, Jesús Camacho-Rodríguez, Spyros Blanas, Brandon Haynes, Yinan Li, Peng Cheng, Ravishankar Ramamurthy, Rathijit Sen, Matteo Interlandi

June 2023

DOI Publication

ARK: GPU-driven Code Execution for Distributed Deep Learning

Changho Hwang, Ran Shu, Peng Cheng, Yongqiang Xiong, KyoungSoo Park

NSDI | April 2023

Publication

ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning

Diandian Gu, Yihao Zhao, Yinmin Zhong, Yifan Xiong, Zhenhua Han, Peng Cheng, Fan Yang, Gang Huang, Xin Jin, Xuanzhe Liu

ASPLOS 2023 | March 2023

Publication

An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context

Xiaoyu Chen, Xiangming Zhu, Yufeng Zheng, Pushi Zhang, Li Zhao, Wenxue Cheng, Peng Cheng, Yongqiang Xiong, Tao Qin, Jianyu Chen, Tie-Yan Liu

Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS) | October 2022

Publication

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

PDF

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

Publication Project

OpenNetLab: Open Platform for RL-based Congestion Control for Real-Time Communications

Jeongyoon Eo, Zhixiong Niu, Wenxue Cheng, Francis Y. Yan, Rui Gao, Jorina Kardhashi, Scott Inglis, Michael Revow, Byung-Gon Chun, Peng Cheng, Yongqiang Xiong

Asia-Pacific Workshop on Networking (APNet ’22) | July 2022

Best Paper Award

Publication

Tutel: Adaptive Mixture-of-Experts at Scale

Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong

July 2022

Publication

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

PDF Publication

Accelerating GNN training with locality-aware partial execution

Taehyun Kim, Changho Hwang, KyoungSoo Park, Zhiqi Lin, Peng Cheng, Youshan Miao, Lingxiao Ma, Yongqiang Xiong

August 2021

Publication

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

PDF

Micro-burst in Data Centers: Observations, Analysis, and Mitigations

Danfeng Shan, Fengyuan Ren, Peng Cheng, Ran Shu, Chuanxiong Guo

ICNP | September 2018

Publication

Multi-Path Transport for RDMA in Datacenters

Yuanwei Lu, Guo Chen, Bojie Li, Kun Tan, Yongqiang Xiong, Peng Cheng, Jiansong Zhang, Enhong Chen, Thomas Moscibroda

NSDI | April 2018

PDF

Network Stack as a Service in the Cloud

Zhixiong Niu, Hong Xu, Dongsu Han, Peng Cheng, Yongqiang Xiong, Guo Chen, Keith Winstein

HotNets-XVI | December 2017

Publication Publication

Tagger: Practical PFC Deadlock Prevention in Data Center Networks

Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitu Padhye, Kai Chen

CoNEXT | November 2017

ISBN: 978-1-4503-5422-6

Publication Publication

The Feniks FPGA Operating System for Cloud Computing

Jiansong Zhang, Yongqiang Xiong, Ningyi Xu, Ran Shu, Bojie Li, Peng Cheng, Guo Chen, Thomas Moscibroda

ACM APSys | September 2017

ISBN: 978-1-4503-5197-3

Publication

Memory Efficient Loss Recovery for Hardware-based Transport in Datacenter

Yuanwei Lu, Guo Chen, Zhenyuan Ruan, Wencong Xiao, Bojie Li, Jiansong Zhang, Yongqiang Xiong, Peng Cheng, Enhong Chen

ACM APNet | August 2017

ISBN: 978-1-4503-5244-4

Publication

Performance Analysis of Randomized Data Fetching in Cluster Computing

Tong Zhang, Peng Cheng, Wenxue Cheng, Bo Wang, Fengyuan Ren

IEEE IWQos | July 2017

ISBN: 978-1-5386-2704-4

Publication Publication

Deadlocks in Datacenter Networks: Why Do They Form, and How to Avoid Them

Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitu Padhye, Kai Chen

HotNets-XV | November 2016

Publication

ClickNP: Highly Flexible and High-performance Network Processing with Reconfigurable Hardware

Bojie Li, Kun Tan, Larry Luo, Renqian Luo, Yanqing Peng, Ningyi Xu, Yongqiang Xiong, Peng Cheng

ACM SIGCOMM | July 2016

Publication Publication Project

Fast and Cautious: Leveraging Multi-path Diversity for Transport Loss Recovery in Data Centers

Yuanwei Lu, Yuan Meng, Dan Pei, Peng Cheng, Larry Luo, Yongqiang Xiong, Xiaoliang Wang, Youjian Zhao

Annual Technical Conference | June 2016

Publication Project

TFC: Token Flow Control in Data Center Networks

Jiao Zhang, Fengyuan Ren, Ran Shu, Peng Cheng

EuroSys | April 2016

Publication

An Energy Efficiency Perspective on Rate Adaptation for 802.11 n NIC

Chi-Yu Li, Peng Cheng, Songwu Lu, Xinbing Wang, Fengyuan Ren, Tao Wang

IEEE Transactions on Mobile Computing | July 2015

Publication

Catch the Whole Lot in an Action: Rapid Precise Packet Loss Notification in Data Center

Peng Cheng, Fengyuan Ren, Ran Shu, Chuang Lin

NSDI | April 2014

Publication Github

Ease the queue oscillation: analysis and enhancement of DCTCP

Wen Chen, Peng Cheng, Fengyuan Ren, Ran Shu, Chuang Lin

ICDCS | July 2013

Publication

Automated Proof Generation for Rust Code via Self-Evolution

Tianyu Chen, Shuai Lu, Shan Lu, Yeyun Gong, Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Hao Yu, Nan Duan, Peng Cheng, Fan Yang, Shuvendu Lahiri, Tao Xie, Lidong Zhou

ICLR 2025 | October 2024

Publication Project

Integrative Decoding: Improve Factuality via Implicit Self-consistency

Yi Cheng, Xiao Liang, Yeyun Gong, Wen Xiao, Song Wang, Yuji Zhang, Wenjun Hou, Kaishuai Xu, Wenge Liu, Wenjie Li, Jian Jiao, Qi Chen, Peng Cheng, Wayne Xiong

ICLR 2025 | October 2024

DOI Publication Publication

ARK: GPU-driven Code Execution for Distributed Deep Learning

Changho Hwang, Ran Shu, Peng Cheng, Yongqiang Xiong, KyoungSoo Park

NSDI | April 2023

Publication

An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context

Xiaoyu Chen, Xiangming Zhu, Yufeng Zheng, Pushi Zhang, Li Zhao, Wenxue Cheng, Peng Cheng, Yongqiang Xiong, Tao Qin, Jianyu Chen, Tie-Yan Liu

Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS) | October 2022

Publication

OpenNetLab: Open Platform for RL-based Congestion Control for Real-Time Communications

Jeongyoon Eo, Zhixiong Niu, Wenxue Cheng, Francis Y. Yan, Rui Gao, Jorina Kardhashi, Scott Inglis, Michael Revow, Byung-Gon Chun, Peng Cheng, Yongqiang Xiong

Asia-Pacific Workshop on Networking (APNet ’22) | July 2022

Best Paper Award

Publication

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

Publication

Automated Proof Generation for Rust Code via Self-Evolution

Tianyu Chen, Shuai Lu, Shan Lu, Yeyun Gong, Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Hao Yu, Nan Duan, Peng Cheng, Fan Yang, Shuvendu Lahiri, Tao Xie, Lidong Zhou

ICLR 2025 | October 2024

Publication Project

Automated Proof Generation for Rust Code via Self-Evolution

Tianyu Chen, Shuai Lu, Shan Lu, Yeyun Gong, Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Hao Yu, Nan Duan, Peng Cheng, Fan Yang, Shuvendu Lahiri, Tao Xie, Lidong Zhou

ICLR 2025 | October 2024

Publication Project

SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation

Yifan Xiong, Yuting Jiang, Ziyue Yang, Lei Qu, Guoshuai Zhao, Shuguang Liu, Dong Zhong, Boris Pinzur, Jie Zhang, Yang Wang, Jithin Jose, Hossein Pourreza, Jeff Baxter, Kushal Datta, Prabhat Ram, Luke Melton, Joe Chau, Peng Cheng, Yongqiang Xiong, Lidong Zhou

USENIX ATC | July 2024

Best Paper Award

Publication PDF Preprint

SPFresh: Incremental In-Place Update for Billion-Scale Vector Search

Yuming Xu, Hengyu Liang, Jin Li, Shuotao Xu, Qi Chen, Qianxi Zhang, Cheng Li , Ziyue Yang, Fan Yang, Yuqing Yang, Peng Cheng, Mao Yang

SOSP'23 | October 2023

Microsoft Research Blog

http://approjects.co.za/?big=en-us/research/blog/unified-database-laying-the-foundation-for-large-language-model-vertical-applications/

Publication

ARK: GPU-driven Code Execution for Distributed Deep Learning

Changho Hwang, Ran Shu, Peng Cheng, Yongqiang Xiong, KyoungSoo Park

NSDI | April 2023

Publication

ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning

Diandian Gu, Yihao Zhao, Yinmin Zhong, Yifan Xiong, Zhenhua Han, Peng Cheng, Fan Yang, Gang Huang, Xin Jin, Xuanzhe Liu

ASPLOS 2023 | March 2023

Publication

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

PDF

Tutel: Adaptive Mixture-of-Experts at Scale

Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong

July 2022

Publication

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

Publication Project

OpenNetLab: Open Platform for RL-based Congestion Control for Real-Time Communications

Jeongyoon Eo, Zhixiong Niu, Wenxue Cheng, Francis Y. Yan, Rui Gao, Jorina Kardhashi, Scott Inglis, Michael Revow, Byung-Gon Chun, Peng Cheng, Yongqiang Xiong

Asia-Pacific Workshop on Networking (APNet ’22) | July 2022

Best Paper Award

Publication

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

PDF Publication

Accelerating GNN training with locality-aware partial execution

Taehyun Kim, Changho Hwang, KyoungSoo Park, Zhiqi Lin, Peng Cheng, Youshan Miao, Lingxiao Ma, Yongqiang Xiong

August 2021

Publication

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

PDF

Micro-burst in Data Centers: Observations, Analysis, and Mitigations

Danfeng Shan, Fengyuan Ren, Peng Cheng, Ran Shu, Chuanxiong Guo

ICNP | September 2018

Publication

Multi-Path Transport for RDMA in Datacenters

Yuanwei Lu, Guo Chen, Bojie Li, Kun Tan, Yongqiang Xiong, Peng Cheng, Jiansong Zhang, Enhong Chen, Thomas Moscibroda

NSDI | April 2018

PDF

Network Stack as a Service in the Cloud

Zhixiong Niu, Hong Xu, Dongsu Han, Peng Cheng, Yongqiang Xiong, Guo Chen, Keith Winstein

HotNets-XVI | December 2017

Publication Publication

Tagger: Practical PFC Deadlock Prevention in Data Center Networks

Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitu Padhye, Kai Chen

CoNEXT | November 2017

ISBN: 978-1-4503-5422-6

Publication Publication

The Feniks FPGA Operating System for Cloud Computing

Jiansong Zhang, Yongqiang Xiong, Ningyi Xu, Ran Shu, Bojie Li, Peng Cheng, Guo Chen, Thomas Moscibroda

ACM APSys | September 2017

ISBN: 978-1-4503-5197-3

Publication

Memory Efficient Loss Recovery for Hardware-based Transport in Datacenter

Yuanwei Lu, Guo Chen, Zhenyuan Ruan, Wencong Xiao, Bojie Li, Jiansong Zhang, Yongqiang Xiong, Peng Cheng, Enhong Chen

ACM APNet | August 2017

ISBN: 978-1-4503-5244-4

Publication

Performance Analysis of Randomized Data Fetching in Cluster Computing

Tong Zhang, Peng Cheng, Wenxue Cheng, Bo Wang, Fengyuan Ren

IEEE IWQos | July 2017

ISBN: 978-1-5386-2704-4

Publication Publication

Deadlocks in Datacenter Networks: Why Do They Form, and How to Avoid Them

Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitu Padhye, Kai Chen

HotNets-XV | November 2016

Publication

ClickNP: Highly Flexible and High-performance Network Processing with Reconfigurable Hardware

Bojie Li, Kun Tan, Larry Luo, Renqian Luo, Yanqing Peng, Ningyi Xu, Yongqiang Xiong, Peng Cheng

ACM SIGCOMM | July 2016

Publication Publication Project

Fast and Cautious: Leveraging Multi-path Diversity for Transport Loss Recovery in Data Centers

Yuanwei Lu, Yuan Meng, Dan Pei, Peng Cheng, Larry Luo, Yongqiang Xiong, Xiaoliang Wang, Youjian Zhao

Annual Technical Conference | June 2016

Publication Project

TFC: Token Flow Control in Data Center Networks

Jiao Zhang, Fengyuan Ren, Ran Shu, Peng Cheng

EuroSys | April 2016

Publication

An Energy Efficiency Perspective on Rate Adaptation for 802.11 n NIC

Chi-Yu Li, Peng Cheng, Songwu Lu, Xinbing Wang, Fengyuan Ren, Tao Wang

IEEE Transactions on Mobile Computing | July 2015

Publication

Catch the Whole Lot in an Action: Rapid Precise Packet Loss Notification in Data Center

Peng Cheng, Fengyuan Ren, Ran Shu, Chuang Lin

NSDI | April 2014

Publication Github

Ease the queue oscillation: analysis and enhancement of DCTCP

Wen Chen, Peng Cheng, Fengyuan Ren, Ran Shu, Chuang Lin

ICDCS | July 2013

Publication

Query Processing on Gaming Consoles

Wei Cui, Qianxi Zhang, Jesús Camacho-Rodríguez, Spyros Blanas, Brandon Haynes, Yinan Li, Peng Cheng, Ravishankar Ramamurthy, Rathijit Sen, Matteo Interlandi

June 2023

DOI Publication

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

Publication

Automated Proof Generation for Rust Code via Self-Evolution

Tianyu Chen, Shuai Lu, Shan Lu, Yeyun Gong, Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Hao Yu, Nan Duan, Peng Cheng, Fan Yang, Shuvendu Lahiri, Tao Xie, Lidong Zhou

ICLR 2025 | October 2024

Publication Project

Integrative Decoding: Improve Factuality via Implicit Self-consistency

Yi Cheng, Xiao Liang, Yeyun Gong, Wen Xiao, Song Wang, Yuji Zhang, Wenjun Hou, Kaishuai Xu, Wenge Liu, Wenjie Li, Jian Jiao, Qi Chen, Peng Cheng, Wayne Xiong

ICLR 2025 | October 2024

DOI Publication Publication

SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation

Yifan Xiong, Yuting Jiang, Ziyue Yang, Lei Qu, Guoshuai Zhao, Shuguang Liu, Dong Zhong, Boris Pinzur, Jie Zhang, Yang Wang, Jithin Jose, Hossein Pourreza, Jeff Baxter, Kushal Datta, Prabhat Ram, Luke Melton, Joe Chau, Peng Cheng, Yongqiang Xiong, Lidong Zhou

USENIX ATC | July 2024

Best Paper Award

Publication PDF Preprint

SPFresh: Incremental In-Place Update for Billion-Scale Vector Search

Yuming Xu, Hengyu Liang, Jin Li, Shuotao Xu, Qi Chen, Qianxi Zhang, Cheng Li , Ziyue Yang, Fan Yang, Yuqing Yang, Peng Cheng, Mao Yang

SOSP'23 | October 2023

Microsoft Research Blog

http://approjects.co.za/?big=en-us/research/blog/unified-database-laying-the-foundation-for-large-language-model-vertical-applications/

Publication

Query Processing on Gaming Consoles

Wei Cui, Qianxi Zhang, Jesús Camacho-Rodríguez, Spyros Blanas, Brandon Haynes, Yinan Li, Peng Cheng, Ravishankar Ramamurthy, Rathijit Sen, Matteo Interlandi

June 2023

DOI Publication

ARK: GPU-driven Code Execution for Distributed Deep Learning

Changho Hwang, Ran Shu, Peng Cheng, Yongqiang Xiong, KyoungSoo Park

NSDI | April 2023

Publication

ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning

Diandian Gu, Yihao Zhao, Yinmin Zhong, Yifan Xiong, Zhenhua Han, Peng Cheng, Fan Yang, Gang Huang, Xin Jin, Xuanzhe Liu

ASPLOS 2023 | March 2023

Publication

An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context

Xiaoyu Chen, Xiangming Zhu, Yufeng Zheng, Pushi Zhang, Li Zhao, Wenxue Cheng, Peng Cheng, Yongqiang Xiong, Tao Qin, Jianyu Chen, Tie-Yan Liu

Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS) | October 2022

Publication

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

PDF

Tutel: Adaptive Mixture-of-Experts at Scale

Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong

July 2022

Publication

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

Publication Project

OpenNetLab: Open Platform for RL-based Congestion Control for Real-Time Communications

Jeongyoon Eo, Zhixiong Niu, Wenxue Cheng, Francis Y. Yan, Rui Gao, Jorina Kardhashi, Scott Inglis, Michael Revow, Byung-Gon Chun, Peng Cheng, Yongqiang Xiong

Asia-Pacific Workshop on Networking (APNet ’22) | July 2022

Best Paper Award

Publication

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

PDF Publication

Accelerating GNN training with locality-aware partial execution

Taehyun Kim, Changho Hwang, KyoungSoo Park, Zhiqi Lin, Peng Cheng, Youshan Miao, Lingxiao Ma, Yongqiang Xiong

August 2021

Publication

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

PDF

Micro-burst in Data Centers: Observations, Analysis, and Mitigations

Danfeng Shan, Fengyuan Ren, Peng Cheng, Ran Shu, Chuanxiong Guo

ICNP | September 2018

Publication

Multi-Path Transport for RDMA in Datacenters

Yuanwei Lu, Guo Chen, Bojie Li, Kun Tan, Yongqiang Xiong, Peng Cheng, Jiansong Zhang, Enhong Chen, Thomas Moscibroda

NSDI | April 2018

PDF

Network Stack as a Service in the Cloud

Zhixiong Niu, Hong Xu, Dongsu Han, Peng Cheng, Yongqiang Xiong, Guo Chen, Keith Winstein

HotNets-XVI | December 2017

Publication Publication

Tagger: Practical PFC Deadlock Prevention in Data Center Networks

Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitu Padhye, Kai Chen

CoNEXT | November 2017

ISBN: 978-1-4503-5422-6

Publication Publication

The Feniks FPGA Operating System for Cloud Computing

Jiansong Zhang, Yongqiang Xiong, Ningyi Xu, Ran Shu, Bojie Li, Peng Cheng, Guo Chen, Thomas Moscibroda

ACM APSys | September 2017

ISBN: 978-1-4503-5197-3

Publication

Memory Efficient Loss Recovery for Hardware-based Transport in Datacenter

Yuanwei Lu, Guo Chen, Zhenyuan Ruan, Wencong Xiao, Bojie Li, Jiansong Zhang, Yongqiang Xiong, Peng Cheng, Enhong Chen

ACM APNet | August 2017

ISBN: 978-1-4503-5244-4

Publication

Performance Analysis of Randomized Data Fetching in Cluster Computing

Tong Zhang, Peng Cheng, Wenxue Cheng, Bo Wang, Fengyuan Ren

IEEE IWQos | July 2017

ISBN: 978-1-5386-2704-4

Publication Publication

Deadlocks in Datacenter Networks: Why Do They Form, and How to Avoid Them

Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitu Padhye, Kai Chen

HotNets-XV | November 2016

Publication

ClickNP: Highly Flexible and High-performance Network Processing with Reconfigurable Hardware

Bojie Li, Kun Tan, Larry Luo, Renqian Luo, Yanqing Peng, Ningyi Xu, Yongqiang Xiong, Peng Cheng

ACM SIGCOMM | July 2016

Publication Publication Project

Fast and Cautious: Leveraging Multi-path Diversity for Transport Loss Recovery in Data Centers

Yuanwei Lu, Yuan Meng, Dan Pei, Peng Cheng, Larry Luo, Yongqiang Xiong, Xiaoliang Wang, Youjian Zhao

Annual Technical Conference | June 2016

Publication Project

TFC: Token Flow Control in Data Center Networks

Jiao Zhang, Fengyuan Ren, Ran Shu, Peng Cheng

EuroSys | April 2016

Publication

Catch the Whole Lot in an Action: Rapid Precise Packet Loss Notification in Data Center

Peng Cheng, Fengyuan Ren, Ran Shu, Chuang Lin

NSDI | April 2014

Publication Github

Ease the queue oscillation: analysis and enhancement of DCTCP

Wen Chen, Peng Cheng, Fengyuan Ren, Ran Shu, Chuang Lin

ICDCS | July 2013

Publication

An Energy Efficiency Perspective on Rate Adaptation for 802.11 n NIC

Chi-Yu Li, Peng Cheng, Songwu Lu, Xinbing Wang, Fengyuan Ren, Tao Wang

IEEE Transactions on Mobile Computing | July 2015

Publication