Peng Cheng

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 42

Top Topics

Data Preprocessing

Top Venues

IEEE/ACM Trans. Netw.

Publications

Haoling Li, Xin Zhang, Xiao Liu, Yeyun Gong, Yifan Wang, Yujiu Yang, Qi Chen, Peng Cheng
Gradient-Mask Tuning Elevates the Upper Limits of LLM Performance. CoRR (2024)
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
SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation. USENIX ATC (2024)
Zhe Zhou, Yiqi Chen, Tao Zhang, Yang Wang, Ran Shu, Shuotao Xu, Peng Cheng, Lei Qu, Yongqiang Xiong, Guangyu Sun
Toward CXL-Native Memory Tiering via Device-Side Profiling. CoRR (2024)
Yeonho Yoo, Zhixiong Niu, Chuck Yoo, Peng Cheng, Yongqiang Xiong
SegaNet: An Advanced IoT Cloud Gateway for Performant and Priority-Oriented Message Delivery. APNet (2023)
Qiang Su, Shaofeng Wu, Zhixiong Niu, Ran Shu, Peng Cheng, Yongqiang Xiong, Chun Jason Xue, Zaoxing Liu, Hong Xu
Poster: Meili: Towards SmartNIC as a Service. SIGCOMM (2023)
Ziyuan Liu, Zhixiong Niu, Ran Shu, Liang Gao, Guohong Lai, Na Wang, Zongying He, Jacob Nelson, Dan R. K. Ports, Lihua Yuan, Peng Cheng, Yongqiang Xiong
SlimeMold: Hardware Load Balancer at Scale in Datacenter. APNet (2023)
Wei Cui, Qianxi Zhang, Spyros Blanas, Jesús Camacho-Rodríguez, Brandon Haynes, Yinan Li, Ravi Ramamurthy, Peng Cheng, Rathijit Sen, Matteo Interlandi
Query Processing on Gaming Consoles. DaMoN (2023)
Changho Hwang, KyoungSoo Park, Ran Shu, Xinyuan Qu, Peng Cheng, Yongqiang Xiong
ARK: GPU-driven Code Execution for Distributed Deep Learning. NSDI (2023)
Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, HoYuen Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong
Tutel: Adaptive Mixture-of-Experts at Scale. MLSys (2023)
Shichen Dong, Zhixiong Niu, Mingchao Zhang, Zhiying Xu, Chuntao Hu, Wei Wang, Pengzhi Zhu, Qingchun Song, Lei Qu, Peng Cheng, Yongqiang Xiong, Chen Tian, Cam-Tu Nguyen, Xiaoliang Wang
MINA: Auto-scale In-network Aggregation for Machine Learning Service. APNet (2023)
Xiaoyu Chen, Xiangming Zhu, Yufeng Zheng, Pushi Zhang, Li Zhao, Wenxue Cheng, Peng Cheng, Yongqiang Xiong, Tao Qin, Jianyu Chen, Tie-Yan Liu
An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context. NeurIPS (2022)
Qiang Su, Chuanwen Wang, Zhixiong Niu, Ran Shu, Peng Cheng, Yongqiang Xiong, Dongsu Han, Chun Jason Xue, Hong Xu
PipeDevice: a hardware-software co-design approach to intra-host container communication. CoNEXT (2022)
Yuting Jiang, Yifan Xiong, Lei Qu, Cheng Luo, Chen Tian, Peng Cheng, Yongqiang Xiong
Moneo: Monitoring Fine-grained Metrics Nonintrusively in AI Infrastructure. ACM SIGOPS Oper. Syst. Rev. 56 (1) (2022)
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
Tutel: Adaptive Mixture-of-Experts at Scale. CoRR (2022)
Wei Zhang, Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo
PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training. USENIX Annual Technical Conference (2022)
Zhixiong Niu, Qiang Su, Peng Cheng, Yongqiang Xiong, Dongsu Han, Keith Winstein, Chun Jason Xue, Hong Xu
NetKernel: Making Network Stack Part of the Virtualized Infrastructure. IEEE/ACM Trans. Netw. 30 (3) (2022)
Cheng Luo, Lei Qu, Youshan Miao, Peng Cheng, Yongqiang Xiong
CrossoverScheduler: Overlapping Multiple Distributed Training Applications in a Crossover Manner. CoRR (2021)
Hongyi Huang, Wenfei Wu, Yongchao He, Bangwen Deng, Ying Zhang, Yongqiang Xiong, Guo Chen, Yong Cui, Peng Cheng
NFD: Using Behavior Models to Develop Cross-Platform Network Functions. INFOCOM (2021)
Junho Lee, Gyeongsik Yang, Zhixiong Niu, Peng Cheng, Yongqiang Xiong, Chuck Yoo
Enhanced control path for repeated TCP connections. APSys (2021)
Jinhao Fan, Ziyue Yang, Ran Shu, Peng Cheng, Yongqiang Xiong
Towards user-defined SLA in cloud flash storage. APSys (2021)
Taehyun Kim, Changho Hwang, KyoungSoo Park, Zhiqi Lin, Peng Cheng, Youshan Miao, Lingxiao Ma, Yongqiang Xiong
Accelerating GNN training with locality-aware partial execution. APSys (2021)
Hongming Huang, Peng Cheng, Hong Xu, Yongqiang Xiong
Simulating Performance of ML Systems with Offline Profiling. CoRR (2020)
Zhixiong Niu, Hong Xu, Peng Cheng, Qiang Su, Yongqiang Xiong, Tao Wang, Dongsu Han, Keith Winstein
NetKernel: Making Network Stack Part of the Virtualized Infrastructure. USENIX Annual Technical Conference (2020)
Danfeng Shan, Fengyuan Ren, Peng Cheng, Ran Shu, Chuanxiong Guo
Observing and Mitigating Micro-Burst Traffic in Data Center Networks. IEEE/ACM Trans. Netw. 28 (1) (2020)
Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitendra Padhye, Kai Chen
Tagger: Practical PFC Deadlock Prevention in Data Center Networks. IEEE/ACM Trans. Netw. 27 (2) (2019)
Yang Cheng, Dan Li, Zhiyuan Guo, Binyao Jiang, Jiaxin Lin, Xi Fan, Jinkun Geng, Xinyi Yu, Wei Bai, Lei Qu, Ran Shu, Peng Cheng, Yongqiang Xiong, Jianping Wu
DLBooster: Boosting End-to-End Deep Learning Workflows with Offloading Data Preprocessing Pipelines. ICPP (2019)
Ran Shu, Peng Cheng, Guo Chen, Zhiyuan Guo, Lei Qu, Yongqiang Xiong, Derek Chiou, Thomas Moscibroda
Direct Universal Access: Making Data Center Resources Available to FPGA. NSDI (2019)
Zhixiong Niu, Hong Xu, Peng Cheng, Yongqiang Xiong, Tao Wang, Dongsu Han, Keith Winstein
NetKernel: Making Network Stack Part of the Virtualized Infrastructure. CoRR (2019)
Guo Chen, Yuanwei Lu, Bojie Li, Kun Tan, Yongqiang Xiong, Peng Cheng, Jiansong Zhang, Thomas Moscibroda
MP-RDMA: Enabling RDMA With Multi-Path Transport in Datacenters. IEEE/ACM Trans. Netw. 27 (6) (2019)
Yang Luo, Guozhen She, Peng Cheng, Yongqiang Xiong
BotGraph: Web Bot Detection Based on Sitemap. CoRR (2019)
Danfeng Shan, Fengyuan Ren, Peng Cheng, Ran Shu, Chuanxiong Guo
Micro-Burst in Data Centers: Observations, Analysis, and Mitigations. ICNP (2018)
Guo Chen, Yuanwei Lu, Yuan Meng, Bojie Li, Kun Tan, Dan Pei, Peng Cheng, Layong Luo, Yongqiang Xiong, Xiaoliang Wang, Youjian Zhao
FUSO: Fast Multi-Path Loss Recovery for Data Center Networks. IEEE/ACM Trans. Netw. 26 (3) (2018)
Yuanwei Lu, Guo Chen, Bojie Li, Kun Tan, Yongqiang Xiong, Peng Cheng, Jiansong Zhang, Enhong Chen, Thomas Moscibroda
Multi-Path Transport for RDMA in Datacenters. NSDI (2018)
Jiansong Zhang, Yongqiang Xiong, Ningyi Xu, Ran Shu, Bojie Li, Peng Cheng, Guo Chen, Thomas Moscibroda
The Feniks FPGA Operating System for Cloud Computing. APSys (2017)
Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitendra Padhye, Kai Chen
Tagger: Practical PFC Deadlock Prevention in Data Center Networks. CoNEXT (2017)
Zhixiong Niu, Hong Xu, Dongsu Han, Peng Cheng, Yongqiang Xiong, Guo Chen, Keith Winstein
Network Stack as a Service in the Cloud. HotNets (2017)
Yuanwei Lu, Guo Chen, Zhenyuan Ruan, Wencong Xiao, Bojie Li, Jiansong Zhang, Yongqiang Xiong, Peng Cheng, Enhong Chen
Memory Efficient Loss Recovery for Hardware-based Transport in Datacenter. APNet (2017)
Danfeng Shan, Fengyuan Ren, Peng Cheng, Ran Shu
Micro-burst in Data Centers: Observations, Implications, and Applications. CoRR (2016)
Bojie Li, Kun Tan, Layong Larry Luo, Yanqing Peng, Renqian Luo, Ningyi Xu, Yongqiang Xiong, Peng Cheng
ClickNP: Highly flexible and High-performance Network Processing with Reconfigurable Hardware. SIGCOMM (2016)
Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitendra Padhye, Kai Chen
Deadlocks in Datacenter Networks: Why Do They Form, and How to Avoid Them. HotNets (2016)
Guo Chen, Yuanwei Lu, Yuan Meng, Bojie Li, Kun Tan, Dan Pei, Peng Cheng, Layong Luo, Yongqiang Xiong, Xiaoliang Wang, Youjian Zhao
Fast and Cautious: Leveraging Multi-path Diversity for Transport Loss Recovery in Data Centers. USENIX Annual Technical Conference (2016)
Jiao Zhang, Fengyuan Ren, Ran Shu, Peng Cheng
TFC: token flow control in data center networks. EuroSys (2016)
Mao Miao, Peng Cheng, Fengyuan Ren, Ran Shu
Slowing Little Quickens More: Improving DCTCP for Massive Concurrent Flows. ICPP (2015)
Peng Cheng, Fengyuan Ren, Ran Shu, Chuang Lin
Catch the Whole Lot in an Action: Rapid Precise Packet Loss Notification in Data Center. NSDI (2014)
Wen Chen, Peng Cheng, Fengyuan Ren, Ran Shu, Chuang Lin
Ease the Queue Oscillation: Analysis and Enhancement of DCTCP. ICDCS (2013)