An Empirical Study of Issues in Large Language Model Training Systems
Yanjie Gao, Ruiming Lu, Haoxiang Lin, Yueguo Chen
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Industry Track
Return to Microsoft Research Lab – Asia
Systems and Networking Research Group (Asia)
Publications
Publications by Year
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dl²: Detecting Communication Deadlocks in Deep Learning Jobs
Yanjie Gao, Jiyu Luo, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Industry Track
Reduction Fusion for Optimized Distributed Data-Parallel Computations via Inverse Recomputation
Haoxiang Lin, Yang Wang, Yanjie Gao, Hongyu Zhang, Ming Wu, Mao Yang
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Ideas, Visions and Reflections Track
Proving Olympiad Inequalities by Synergizing LLMs and Symbolic Reasoning
Zenan Li, Zhaoyu Li, Wen Tang, Xian Zhang, Yuan Yao, Xujie Si, Fan Yang, Kaiyu Yang, Xiaoxing Ma
ICLR | April 2025
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Uncovering Nested Data Parallelism and Data Reuse in DNN Computation with FractalTensor
Siran Liu, Chengxiang Qi, Ying Cao, Chao Yang, Weifang Hu, Xuanhua Shi, Fan Yang, Mao Yang
SOSP | November 2024
VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models
Yifei Liu, Jicheng Wen, Yang Wang, Shengyu Ye, Li Lyna Zhang, Ting Cao, Cheng Li, Mao Yang
November 2024
Anatomizing Deep Learning Inference in Web Browsers
Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Yun Ma, Ting Cao, Xuanzhe Liu
ACM Transactions on Software Engineering and Methodology | August 2024
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers
Zhenting Qi, Mingyuan Ma, Jiahang Xu, Li Lyna Zhang, Fan Yang, Mao Yang
ICLR 2025 | August 2024
DEX: Scalable Range Indexing on Disaggregated Memory
Baotong Lu, Kaisong Huang, Chieh-Jan Mike Liang, Tianzheng Wang, Eric Lo
VLDB (International Conference on Very Large Data Bases) | August 2024
Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation
Lei Wang, Lingxiao Ma, Shijie Cao, Quanlu Zhang, Jilong Xue, Yining Shi, Ningxin Zheng, Ziming Miao, Fan Yang, Ting Cao, Yuqing Yang, Mao Yang
OSDI 2024 | July 2024
nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training
Zhiqi Lin, Youshan Miao, Quanlu Zhang, Fan Yang, Yi Zhu, Cheng Li, Saeed Maleki, Xu Cao, Ning Shang, Yilei Yang, Weijiang Xu, Mao Yang, Lintao Zhang, Lidong Zhou
OSDI | July 2024
Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference
Ranggi Hwang, Jianyu Wei, Shijie Cao, Changho Hwang, Xiaohu Tang, Ting Cao, Mao Yang
ISCA 2024 | July 2024
Microsoft Research Focus https://jokerchen.me/en-us/research/blog/research-focus-week-of-july-15-2024/
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
Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations
Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Qipeng Wang, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang
the 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys’24) | June 2024
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable
Chaofan Lin, Zhenhua Han, Chengruidong Zhang, Yuqing Yang, Fan Yang, Chen Chen, Lili Qiu
OSDI 2024 | May 2024
MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
2024 The Web Conference | May 2024
OneSparse: A Unified System for Multi-index Vector Search
Yaoqi Chen, Ruicheng Zheng, Qi Chen, Shuotao Xu, Qianxi Zhang, Xue Wu, Weihao Han, Hua Yuan, Mingqin Li, Yujing Wang, Jason Li, Fan Yang, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Mao Yang
2024 The Web Conference | May 2024
An Empirical Study on Low GPU Utilization of Deep Learning Jobs
Yanjie Gao, Yichen He, Xinze Li, Bo Zhao, Haoxiang Lin, Yoyo Liang, Jing Zhong, Hongyu Zhang, Jingzhou Wang, Yonghua Zeng, Keli Gui, Jie Tong, Mao Yang
ICSE 2024 | April 2024
The 46th International Conference on Software Engineering
Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices
Zibo Wang, Pinghe Li, Chieh-Jan Mike Liang, Feng Wu, Francis Y. Yan
NSDI (USENIX Symposium on Networked Systems Design and Implementation) | April 2024
Outstanding Paper Award
ConvStencil: Transform Stencil Computation to Matrix Multiplication on Tensor Cores
Yuetao Chen, Kun Li, Yuhao Wang, Donglin Bai, Lei Wang, Lingxiao Ma, Liang Yuan, Yunquan Zhang, Ting Cao, Mao Yang
The 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming (PPoPP ’24) | March 2024
Best paper award
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Yiran Ding, Li Lyna Zhang, Chengruidong Zhang, Yuanyuan Xu, Ning Shang, Jiahang Xu, Fan Yang, Mao Yang
ICML 2024 | February 2024
Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning
Xijie Huang, Li Lyna Zhang, Kwang-Ting Cheng, Fan Yang, Mao Yang
EMNLP | February 2024
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Optimizing Dynamic Neural Networks with Brainstorm
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
OSDI’23 | July 2023
VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity
Qianxi Zhang, Shuotao Xu, Qi Chen, Guoxin Sui, Jiadong Xie, Zhizhen Cai, Yaoqi Chen, Yinxuan He, Yuqing Yang, Fan Yang, Mao Yang, Lidong Zhou
OSDI’23 | July 2023
An Empirical Study on Quality Issues of Deep Learning Platform
Yanjie Gao, Xiaoxiang Shi, Haoxiang Lin, Hongyu Zhang, Hao Wu, Rui Li, Mao Yang
ICSE 2023 | May 2023
The 45th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
Runtime Performance Prediction for Deep Learning Models with Graph Neural Network
Yanjie Gao, Xianyu Gu, Hongyu Zhang, Haoxiang Lin, Mao Yang
ICSE 2023 | May 2023
The 45th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
On Modular Learning of Distributed Systems for Predicting End-to-End Latency
Chieh-Jan Mike Liang, Zilin Fang, Yuqing Xie, Fan Yang, Zhao Lucis Li, Li Lyna Zhang, Mao Yang, Lidong Zhou
NSDI (USENIX Symposium on Networked Systems Design and Implementation) | April 2023
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
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The Case for Learning Machine Language
Guangda Liu, Chieh-Jan Mike Liang, Shijie Cao, Shuai Lu, Leendert van Doorn
ML for Systems at NeurIPS | December 2022
MobiDepth: Real-Time Depth Estimation Using On-Device Dual Cameras
Jinrui Zhang, Huan Yang, Ju Ren, Deyu Zhang, Bangwen He, Yuanchun Li, Ting Cao, Yaoxue Zhang, Yunxin Liu
The 28th Annual International Conference On Mobile Computing And Networking (MobiCom’22) | October 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
SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute
Ningxin Zheng, Bin Lin, Quanlu Zhang, Lingxiao Ma, Yuqing Yang, Fan Yang, Yang Wang, Mao Yang, Lidong Zhou
OSDI 2022 | July 2022
Refty: Refinement Types for Valid Deep Learning Models
Yanjie Gao, Zhengxian Li, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang
ICSE 2022 | May 2022
The 44th International Conference on Software Engineering
Timing-Based Browsing Privacy Vulnerabilities Via Site Isolation
Zihao Jin, Ziqiao Kong, Shuo Chen, Haixin Duan
IEEE Symposium on Security and Privacy (Oakland) | May 2022
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AsyMo: Scalable and Efficient Deep-Learning Inference on Asymmetric Mobile CPUs
Manni Wang, Shaohua Ding, Ting Cao, Yunxin Liu, Fengyuan Xu
The 27th Annual International Conference On Mobile Computing And Networking (MobiCom’21) | October 2021
Boosting Mobile CNN Inference through Semantic Memory
Yun Li, Chen Zhang, Shihao Han, Li Lyna Zhang, Baoqun Yin, Yunxin Liu, Mengwei Xu
Proceedings of the 29th ACM International Conference on Multimedia (ACM MM) | October 2021
Flexible High-resolution Object Detection on Edge Devices with Tunable Latency
Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, Yunxin Liu
The 27th Annual International Conference On Mobile Computing And Networking (MobiCom ’21)) | October 2021
Forerunner: Constraint-based Speculative Transaction Execution for Ethereum
Yang Chen, Zhongxin Guo, Runhuai Li, Shuo Chen, Lidong Zhou, Yajin Zhou, Xian Zhang
SOSP 2021 | October 2021
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
nn-Meter: Towards Accurate Latency Prediction of Deep-Learning Model Inference on Diverse Edge Devices
Li Lyna Zhang, Shihao Han, Jianyu Wei, Ningxin Zheng, Ting Cao, Yuqing Yang, Yunxin Liu
The 19th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys’21) | June 2021
Best Paper Award
PipeZK: Accelerating Zero-Knowledge Proof with a Pipelined Architecture
Ye Zhang, Shuo Wang, Xian Zhang, Jiangbin Dong, Xingzhong Mao, Fan Long, Cong Wang, Dong Zhou, Mingyu Gao, Guangyu Sun
48th IEEE/ACM International Symposium on Computer Architecture (ISCA) | June 2021
Resource-Guided Configuration Space Reduction for Deep Learning Models
Yanjie Gao, Yonghao Zhu, Hongyu Zhang, Haoxiang Lin, Mao Yang
ICSE 2021 | May 2021
The 43rd International Conference on Software Engineering
Characterizing Ethereum’s Mining Power Decentralization at a Deeper Level
Liyi Zeng, Yang Chen, Shuo Chen, Xian Zhang, Zhongxin Guo, Wei Xu, Thomas Moscibroda
IEEE Conference on Computer Communications (INFOCOM) | May 2021
To Bridge Neural Network Design and Real-World Performance: A Behaviour Study for Neural Networks
Xiaohu Tang, Shihao Han, Li Lyna Zhang, Ting Cao, Yunxin Liu
MLSys | April 2021
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Enhancing the Interoperability between Deep Learning Frameworks by Model Conversion
Yu Liu, Cheng Chen, Ru Zhang, Tingting Qin, Xiang Ji, Haoxiang Lin, Mao Yang
ESEC/FSE 2020 | November 2020
The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Industry Track
Estimating GPU Memory Consumption of Deep Learning Models
Yanjie Gao, Yu Liu, Hongyu Zhang, Zhengxian Li, Yonghao Zhu, Haoxiang Lin, Mao Yang
ESEC/FSE 2020 | November 2020
The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Industry Track
HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees
Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Yuqi Wang, Yifan Xiong, Bin Wang
2020 Operating Systems Design and Implementation | November 2020
Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks
Lingxiao Ma, Zhiqiang Xie, Zhi Yang, Jilong Xue, Youshan Miao, Wei Cui, Wenxiang Hu, Fan Yang, Lintao Zhang, Lidong Zhou
14th USENIX Symposium on Operating Systems Design and Implementation (OSDI’20) | November 2020
Retiarii: A Deep Learning Exploratory-Training Framework
Quanlu Zhang, Zhenhua Han, Fan Yang, Yuge Zhang, Zhe Liu, Mao Yang, Lidong Zhou
2020 Operating Systems Design and Implementation | November 2020
Byzantine Ordered Consensus without Byzantine Oligarchy
Yunhao Zhang, Srinath Setty, Qi Chen, Lidong Zhou, Lorenzo Alvisi
Operating Systems Design and Implementation (OSDI) | October 2020
Jay Lepreau Best Paper Award
Protean: VM Allocation Service at Scale
Ori Hadary, Luke Marshall, Ishai Menache, Abhisek Pan, David Dion, Esaias E Greeff, Star Dorminey, Shailesh Joshi, Yang Chen, Mark Russinovich, Thomas Moscibroda
OSDI | October 2020
Profiling and optimizing deep learning inference on mobile GPUs
Shiqi Jiang, Lihao Ran, Ting Cao, Yusen Xu, Yunxin Liu
Proceedings of the 11th ACM SIGOPS Asia-Pacific Workshop on Systems (APSys ’20) | August 2020
An Empirical Study on Program Failures of Deep Learning Jobs
Ru Zhang, Wencong Xiao, Hongyu Zhang, Yu Liu, Haoxiang Lin, Mao Yang
ICSE 2020 | July 2020
ACM SIGSOFT Distinguished Paper Award
The 42nd International Conference on Software Engineering
AutoSys: The Design and Operation of Learning-Augmented Systems
Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou, Lifei Zhu, Zhao Lucis Li, Zibo Wang, Qi Chen, Quanlu Zhang, Chuanjie Liu, Wenjun Dai
ATC (USENIX Annual Technical Conference) | July 2020
Distributed Graph Computation Meets Machine Learning
Wencong Xiao, Jilong Xue, Youshan Miao, Zhen Li, Cheng Chen, Ming Wu, Wei Li, Lidong Zhou
IEEE Transactions on Parallel and Distributed Systems | January 2020, Vol 31(7): pp. 1588-1604
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Accelerating Rule-matching Systems with Learned Rankers
Zhao Lucis Li, Chieh-Jan Mike Liang, Wei Bai, Qiming Zheng, Yongqiang Xiong, Guangzhong Sun
ATC (USENIX Annual Technical Conference) | July 2019
NeuGraph: Parallel Deep Neural Network Computation on Large Graphs
Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
2019 USENIX Annual Technical Conference | July 2019
The Case for Learning-and-System Co-design
Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou
ACM SIGOPS Operating Systems Review | July 2019, Vol 53(1): pp. 68-74
Panthera: Holistic Memory Management for Big Data Processing over Hybrid Memories
Chenxi Wang, Huimin Cui, Ting Cao, John Zigman, Haris Volos, Onur Mutlu, Fang Lv, Xiaobing Feng, Guoqing Harry Xu
the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI’19) | June 2019
SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity through Low-Bit Quantization
Shijie Cao, Lingxiao Ma, Wencong Xiao, Chen Zhang, Yunxin Liu, Lintao Zhang, Lanshu Nie, Zhi Yang
Conference on Computer Vision and Pattern Recognition (CVPR) | June 2019
Fast Distributed Deep Learning over RDMA
Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lintao Zhang, Lidong Zhou
EuroSys | March 2019
Efficient and Effective Sparse LSTM on FPGA with Bank-Balanced Sparsity
Shijie Cao, Chen Zhang (zhac), Zhuliang Yao, Wencong Xiao, Lanshun Nie, Dechen Zhan, Yunxin Liu (yunliu), Ming Wu, Lintao Zhang (lintaoz)
27th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA) | February 2019
Balanced Sparsity for Efficient DNN Inference on GPU
Zhuliang Yao, Shijie Cao, Wencong Xiao, Chen Zhang, Lanshun Nie
AAAI Conference on Artificial Intelligence (AAAI) | January 2019
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SDPaxos: Building Efficient Semi-Decentralized Geo-replicated State Machines
Hanyu Zhao, Quanlu Zhang, Zhi Yang, Ming Wu, Yafei Dai
ACM Symposium on Cloud Computing 2018 (SoCC) | October 2018
Metis: Robustly Optimizing Tail Latencies of Cloud Systems
Zhao Lucis Li, Chieh-Jan Mike Liang, Wenjia He, Lianjie Zhu, Wenjun Dai, Jin Jiang, Guangzhong Sun
ATC (USENIX Annual Technical Conference) | July 2018
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
Crash Consistency in Encrypted Non-volatile Main Memory Systems
Sihang Liu, Aasheesh Kolli, Jinglei Ren, Samira Khan
Proceedings of 2018 IEEE International Symposium on High Performance Computer Architecture (HPCA ’18) | February 2018
Characterizing Privacy Risks of Mobile Apps with Sensitivity Analysis
Li Lyna Zhang, Chieh-Jan Mike Liang, Zhao Lucis Li, Yunxin Liu, Feng Zhao, Enhong Chen
TMC (IEEE Transactions on Mobile Computing) | February 2018, Vol 17: pp. 279-292
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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
Systematically Testing Background Services of Mobile Apps
Li Lyna Zhang, Chieh-Jan Mike Liang, Yunxin Liu, Enhong Chen
ASE (International Conference on Automated Software Engineering) | October 2017
RAVEN: Optimizing Power Consumption of Mobile Games Using Perception-Aware Rendering Rate Scaling
Yunxin Liu
accepted to appear in the 23rd Annual International Conference on Mobile Computing and Networking (MobiCom 2017) | October 2017
Programming for Non-Volatile Main Memory Is Hard
Jinglei Ren, Qingda Hu, Samira Khan, Thomas Moscibroda
Proceedings of the 8th Asia-Pacific Workshop on Systems (APSys ’17) | September 2017
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
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
Log-Structured Non-Volatile Main Memory
Qingda Hu, Jinglei Ren, Anirudh Badam, Thomas Moscibroda
Proceedings of 2017 USENIX Annual Technical Conference (USENIX ATC ’17) | July 2017
AppHolmes: Detecting and Characterizing App Collusion among Third-Party Android Markets
Mengwei Xu, Yun Ma, Xuanzhe Liu, Felix Xiaozhu Lin, Yunxin Liu
WWW 2017 | April 2017
TuX2: Distributed Graph Computation for Machine Learning
Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lidong Zhou
14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17) | March 2017
ISBN: 978-1-931971-37-9
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ARTcode: Preserve Art and Code in Any Image
Zhe Yang, Yuting Bao, Chuhao Luo, Xinya Zhao, Siyu Zhu, Chunyi Peng, Yunxin Liu, Xinbing Wang
The 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016) | September 2016
Caffeine: Towards uniformed representation and acceleration for deep convolutional neural networks
Chen Zhang, Guangyu Sun, Zhenman Fang, Peipei Zhou, Peichen Pan, Jason Cong
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | September 2016
Energy-Efficient CNN Implementation on a Deeply Pipelined FPGA Cluster
Chen Zhang, Di Wu, Jiayu Sun, Guangyu Sun, Guojie Luo, Jason Cong
Proceedings of the 2016 International Symposium on Low Power Electronics and Design | August 2016
AMIL: Localizing Neighboring Mobile Devices Through a Simple Gesture
Hao Han, Shanhe Yi, Qun Li, Guobin Shen, Yunxin Liu, Ed Novak
INFOCOM 2016 | April 2016
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Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling
Songtao He, Yunxin Liu, Hucheng Zhou
The 21st Annual International Conference on Mobile Computing and Networking (MobiCom 2015) | September 2015
Rethinking Energy-Performance Trade-Off in Mobile Web Page Loading
Duc Hoang Bui, Yunxin Liu, Hyosu Kim, Insik Shin, Feng Zhao
The 21st Annual International Conference on Mobile Computing and Networking (MobiCom 2015) | September 2015
GraM: Scaling Graph Computation to the Trillions
Ming Wu, Fan Yang, Jilong Xue, Wencong Xiao, Youshan Miao, Lan Wei, Haoxiang Lin, Yafei Dai, Lidong Zhou
SoCC 2015 | August 2015
The 6th ACM Symposium on Cloud Computing
ImmortalGraph: A System for Storage and Analysis of Temporal Graphs
Youshan Miao, Wentao Han, Kaiwei Li, Ming Wu, Vijayan Prabhakaran, Enhong Chen, Wenguang Chen, Fan Yang, Lidong Zhou
ACM Transactions on Storage (TOS) | July 2015
EarlyBird: Mobile Prefetching of Social Network Feeds via Content Preference Mining and Usage Pattern Analysis
Yichuan Wang, Xin Liu, David Chu, Yunxin Liu
MobiHoc 2015 | June 2015
An Empirical Study on Quality Issues of Production Big Data Platform
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
ICSE 2015 | May 2015
The 37th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
Measurement and Analysis of Mobile Web Cache Performance
Yun Ma, Xuanzhe Liu, Shuhui Zhang, Ruirui Xiang, Yunxin Liu, Tao Xie
2015 International World Wide Web Conference Committee (IW3C2) | May 2015
Accurate CPU Power Modeling for Multicore Smartphones
Yifan Zhang, Yunxin Liu, Li Zhuang, Xuanzhe Liu, Feng Zhao, Qun Li
MSR-TR-2015-9 | February 2015
Optimizing fpga-based accelerator design for deep convolutional neural networks
Chen Zhang, Peng Li, Guangyu Sun, Yijin Guan, Bingjun Xiao, Jason Cong
2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays | February 2015
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Arming Cloud Services with Task Aspects
Zhenyu Guo, Cheng Chen, Haoxiang Lin, Sean McDirmid, Fan Yang, Xueying Guo, Mao Yang, Lidong Zhou
MSR-TR-2014-150 | November 2014
Published by Microsoft
Automating Distributed Partial Aggregation
Chang Liu, Jiaxing Zhang, Hucheng Zhou, Sean McDirmid, Zhenyu Guo, Thomas Moscibroda
SOCC 2014: 5th ACM Symposium on Cloud Computing, Seattle, Washington | November 2014
Apollo: Scalable and Coordinated Scheduling for Cloud-Scale Computing
Eric Boutin, Jaliya Ekanayake, Wei Lin, Bing Shi, Jingren Zhou, Zhengping Qian, Ming Wu, Lidong Zhou
OSDI ’14 | October 2014
The 11th USENIX Symposium on Operating Systems Design and Implementation
INDAPSON: An Incentive Data Plan Sharing System Based on Self-Organizing Network
Tuo Yu, Zilong Zhou, Da Zhang, Xinbing Wang, Yunxin Liu, Songwu Lu
INFOCOM 2014 | April 2014
An efficient design and implementation of LSM-tree based key-value store on open-channel SSD
Peng Wang, Guangyu Sun, Song Jiang, Jian Ouyang, Shiding Lin, Chen Zhang, Jason Cong
Proceedings of the Ninth European Conference on Computer Systems | April 2014
Chronos: A Graph Engine for Temporal Graph Analysis
Wentao Han, Youshan Miao, Kaiwei Li, Ming Wu, Vijayan Prabhakaran, Wenguang Chen, Enhong Chen, Fan Yang, Lidong Zhou
EuroSys | April 2014
Common Causes and Mitigations of Service Quality Issues in Big Data Computing
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
MSR-TR-2014-34 | March 2014
Published by Microsoft
Rex: Replication at the Speed of Multi-core
Zhenyu Guo, Chuntao Hong, Mao Yang, Dong Zhou, Lidong Zhou, Li Zhuang
EuroSys ’14: Proceedings of the Ninth European Conference on Computer Systems | January 2014
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Tango: Distributed Data Structures over a Shared Log
Mahesh Balakrishnan, Dahlia Malkhi, Ted Wobber, Ming Wu, Vijayan Prabhakaran, Michael Wei, John D. Davis, Sriram Rao, Tao Zou, Aviad Zuck
SOSP | November 2013
Memory partitioning for multidimensional arrays in high-level synthesis
Yuxin Wang, Peng Li, Peng Zhang, Chen Zhang, Jason Cong
Proceedings of the 50th Annual Design Automation Conference | June 2013
A Characteristic Study on Failures of Production Distributed Data-Parallel Programs
Sihan Li, Hucheng Zhou, Haoxiang Lin, Tian Xiao, Haibo Lin, Wei Lin, Tao Xie
ICSE 2013 | May 2013
IEEE Software Best Software Engineering in Practice Paper Award
The 35th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
Failure Recovery: When the Cure Is Worse Than the Disease
Zhenyu Guo, Sean McDirmid, Mao Yang, Li Zhuang, Pu Zhang, Yingwei Luo, Tom Bergan, Peter Bodík, Madan Musuvathi, Zheng Zhang, Lidong Zhou
HotOS | May 2013
HotOS
TimeStream: Reliable Stream Computation in the Cloud
Lidong Zhou, Yuan Yu, Zheng Zhang, Zhengping Qian
EuroSys 2013 | April 2013
Updated version
Model Checking in Distributed Systems (in Chinese)
Communications of the China Computer Federation | February 2013, Vol 9(2): pp. 46-51
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Managing Large Graphs on Multi-Cores with Graph Awareness
Vijayan Prabhakaran, Ming Wu, Xuetian Weng, Frank McSherry, Lidong Zhou, Maya Haridasan
USENIX Annual Technical Conference (USENIX ATC’12) | June 2012
Optimizing Data Shuffling in Data-Parallel Computation by Understanding User-Defined Functions
Jiaxing Zhang, Hucheng Zhou, Rishan Chen, Xuepeng Fan, Zhenyu Guo, Haoxiang Lin, Jack Y.Li, Wei Lin, Jingren Zhou, Lidong Zhou
NSDI 2012 | April 2012
The 9th USENIX Symposium on Networked Systems Design and Implementation
Kineograph: taking the pulse of a fast-changing and connected world
Raymond Cheng, Ji Hong, Aapo Kyrola, Youshan Miao, Xuetian Weng, Ming Wu, Fan Yang, Lidong Zhou, Feng Zhao, Enhong Chen
ACM Eurosys | April 2012
MadLINQ: Large-Scale Distributed Matrix Computation for the Cloud
Zhengping Qian, Xiuwei Chen, Nanxi Kang, Mingcheng Chen, Yuan Yu, Thomas Moscibroda, Zheng Zhang
EuroSys 2012: 7th ACM European Conference on Computer Systems, Berne, Switzerland | April 2012
EuroSys Best Paper Award
Sonora: A Platform for Continuous Mobile-Cloud Computing
Xiuwei Chen, Ivan Beschastnikh, Li Zhuang, Fan Yang, Zhengping Qian, Lidong Zhou, Guobin Shen, Jacky Shen
MSR-TR-2012-34 | March 2012
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Practical software model checking via dynamic interface reduction
Huayang Guo, Ming Wu, Lidong Zhou, Gang Hu, Junfeng Yang, Lintao Zhang
October 2011
G2: A Graph Processing System for Diagnosing Distributed Systems
Zhenyu Guo, Dong Zhou, Haoxiang Lin, Mao Yang, Fan Long, Chaoqiang Deng, Changshu Liu, Lidong Zhou
USENIX ATC 2011 | June 2011
The 2011 USENIX Annual Technical Conference
Optimistic Concurrency Control by Melding Trees
Phil Bernstein, Colin Reid, Ming Wu, Xinhao Yuan
PVLDB | January 2011
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Language-Based Replay via Data Flow Cut
Ming Wu, Fan Long, Xi Wang, Zhilei Xu, Haoxiang Lin, Xuezheng Liu, Zhenyu Guo, Lidong Zhou, Zheng Zhang, Huayang Guo
FSE-18 | November 2010
The 18th ACM SIGSOFT International Symposium on Foundations of Software Engineering
FD-Buffer: A Buffer Manager for Databases on Flash Disks
Sai Tung On, Yinan Li, Bingsheng He, Ming Wu, Qiong Luo, Jianliang Xu
MSR-TR-2010-121 | September 2010
Distributed Systems Meet Economics: Pricing in the Cloud
Hongyi Wang, Qingfeng Jing, Bingsheng He, Zhengping Qian, Lidong Zhou
HotCloud ’10 | June 2010
HotCloud '10
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MODIST: Transparent Model Checking of Unmodified Distributed Systems
Junfeng Yang, Tisheng Chen, Ming Wu, Zhilei Xu, Xuezheng Liu, Haoxiang Lin, Mao Yang, Fan Long, Lintao Zhang, Lidong Zhou
NSDI 2009 | April 2009
The 6th Symposium on Networked Systems Design and Implementation
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Corey: An Operating System for Many Cores
Silas Boyd-Wickizer, Haibo Chen, Rong Chen, Yandong Mao, Frans Kaashoek, Robert Morris, Aleksey Pesterev, Lex Stein, Ming Wu, Yuehua Dai, Yang Zhang, Zheng Zhang
OSDI ’08 | December 2008
The 8th USENIX Symposium on Operating Systems Design and Implementation
MPIWiz: Subgroup Reproducible Replay of MPI Applications
Ruini Xue, Xuezheng Liu, Ming Wu, Zhenyu Guo, Wenguang Chen, Weimin Zheng, Zheng Zhang, Geoffrey M. Voelker
MSR-TR-2008-127 | September 2008
Hang Analysis: Fighting Responsiveness Bugs
Xi Wang, Zhenyu Guo, Xuezheng Liu, Zhilei Xu, Haoxiang Lin, Xiaoge Wang, Zheng Zhang
EuroSys 2008 | April 2008
Best Student Paper Award
The 3rd ACM SIGOPS/EuroSys European Conference on Computer Systems 2008
D3S: Debugging Deployed Distributed Systems
Xuezheng Liu, Zhenyu Guo, Xi Wang, Feibo Chen, Xiaochen Lian, Jian Tang, Ming Wu, M. Frans Kaashoek, Zheng Zhang
NSDI | February 2008
PacificA: Replication in Log-Based Distributed Storage Systems
Wei Lin, Mao Yang, Lintao Zhang, Lidong Zhou
MSR-TR-2008-25 | February 2008
Conditional Correlation Analysis for Safe Region-based Memory Management
Xi Wang, Zhilei Xu, Xuezheng Liu, Zhenyu Guo, Xiaoge Wang, Zheng Zhang
Programming Language Design and Implementation (PLDI) | January 2008
R2: An Application-Level Kernel for Record and Replay
Zhenyu Guo, Xi Wang, Jian Tang, Xuezheng Liu, Zhilei Xu, Ming Wu, M. Frans Kaashoek, Zheng Zhang
January 2008
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Failure Detectors and Extended Paxos for k-Set Agreement
Wei Chen, Jialin Zhang, Yu Chen, Xuezheng Liu
Proceedings of the 13th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC’2007), Melbourne, Australia, Dec. 2007. | December 2007
Proceedings of the 13th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC'2007)
Decentralized, Connectivity-Preserving, and Cost-Effective Structured Overlay Maintenance
Yu Chen, Wei Chen
MSR-TR-2007-84 | July 2007
A Multi-dimensional Reputation System Combined with Trust and Incentive Mechanisms in P2P File Sharing Systems
Mao Yang, Qinyuan Feng, Yafei Dai, Zheng Zhang
June 2007
An Empirical Study of Collusion Behavior in the Maze P2P File-Sharing System
Qiao Lian, Zheng Zhang, Mao Yang, Ben Y. Zhao, Yafei Dai, Xiaoming Li
MSR-TR-2006-14 | June 2007
Dependability, Access Diversity, Low Cost: Pick Two
Ming Chen, Lex Stein, Zheng Zhang
USENIX | June 2007
WiDS Checker: Combating Bugs in Distributed Systems
Xuezheng Liu, Wei Lin, Aimin Pan, Zheng Zhang
April 2007
Can a File System Virtualize Processors?
Lex Stein, David Holland, Margo Seltzer, Zheng Zhang
March 2007
Machine Bank: Own Your Virtual Personal Computer
Shuo Tang, Yu Chen, Zheng Zhang
MSR-TR-2005-89 | March 2007
A Measurement Study of a Peer-to-Peer Video-on-Demand System
Xuezheng Liu, Zhengyou Zhang
February 2007
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Enforcing Routing Consistency in Structured Peer-to-Peer Overlays: Should We and Could We?
Wei Chen, Xuezheng Liu
February 2006
Robust Incentives via Multi-level Tit-for-tat
Qiao Lian, Peng Yu, Mao Yang, Zheng Zhang, Yafei Dai, Xiaoming Li, Roger (Peng) Yu
February 2006
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Simulating Large-Scale P2P Systems with the WiDS Toolkit
Shiding Lin, Aimin Pan, Rui Guo, Zheng Zhang
September 2005
On the impact of replica placement to the reliability of distributed brick storage systems
Qiao Lian, Wei Chen, Zheng Zhang
MSR-TR-2005-71 | June 2005
WiDS: an Integrated Toolkit for Distributed System Development
Shiding Lin, Aimin Pan, Zheng Zhang, Rui Guo, Zhenyu Guo
HotOS | June 2005
An Empirical Study of Free-Riding Behavior in the Maze P2P File-Sharing System
Mao Yang, Zhengyou Zhang
February 2005
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Deployment of a Large-scale Peer-to-Peer Social Network
Mao Yang, Hua Chen, Ben Y. Zhao, Yafei Dai, Zhengyou Zhang
USENIX | December 2004
P2P Research and Reality: Some Preliminary Thoughts
Zheng Zhang
July 2004
RepStore: A Self-Managing and Self-Tuning Storage Backend with Smart Bricks
Zheng Zhang, Shiding Lin, Qiao Lian, Chao Jin
MSR-TR-2004-21 | May 2004
Scalable, Structured Data Placement over P2P Storage Utilities
Zheng Zhang, Mallik Mahalingam, Zhichen Xu, Wenting Tang
May 2004
Friends Troubleshooting Network: Towards Privacy-Preserving, Automatic Troubleshooting
Helen Wang, Yih-Chun Hu, Chun Yuan, Zheng Zhang, Yi-Min Wang
February 2004
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Building Topology-Aware Overlays using Global Soft-State
Zhichen Xu, Chunqiang Tang, Zheng Zhang
May 2003
Evaluation of Edge Caching/Offloading for Dynamic Content Delivery
Chun Yuan, Yu Chen, Zheng Zhang
The Twelfth International World Wide Web Conference | May 2003
ACM 1-58113-680-3/03/0005
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Self-Balanced P2P Expressway: When Marxism Meets Confucian
Zheng Zhang, Shu-Ming Shi, Jing Zhu, Shuming Shi
MSR-TR-2002-72 | July 2002
Reperasure: Replication Protocol using Erasure-code
Zheng Zhang, Qiao Lian
MSR-TR-2002-59 | June 2002
Publications by Research Area
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An Empirical Study of Issues in Large Language Model Training Systems
Yanjie Gao, Ruiming Lu, Haoxiang Lin, Yueguo Chen
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Industry Track
Reduction Fusion for Optimized Distributed Data-Parallel Computations via Inverse Recomputation
Haoxiang Lin, Yang Wang, Yanjie Gao, Hongyu Zhang, Ming Wu, Mao Yang
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Ideas, Visions and Reflections Track
dl²: Detecting Communication Deadlocks in Deep Learning Jobs
Yanjie Gao, Jiyu Luo, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Industry Track
VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models
Yifei Liu, Jicheng Wen, Yang Wang, Shengyu Ye, Li Lyna Zhang, Ting Cao, Cheng Li, Mao Yang
November 2024
Anatomizing Deep Learning Inference in Web Browsers
Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Yun Ma, Ting Cao, Xuanzhe Liu
ACM Transactions on Software Engineering and Methodology | August 2024
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers
Zhenting Qi, Mingyuan Ma, Jiahang Xu, Li Lyna Zhang, Fan Yang, Mao Yang
ICLR 2025 | August 2024
nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training
Zhiqi Lin, Youshan Miao, Quanlu Zhang, Fan Yang, Yi Zhu, Cheng Li, Saeed Maleki, Xu Cao, Ning Shang, Yilei Yang, Weijiang Xu, Mao Yang, Lintao Zhang, Lidong Zhou
OSDI | July 2024
Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations
Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Qipeng Wang, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang
the 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys’24) | June 2024
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable
Chaofan Lin, Zhenhua Han, Chengruidong Zhang, Yuqing Yang, Fan Yang, Chen Chen, Lili Qiu
OSDI 2024 | May 2024
OneSparse: A Unified System for Multi-index Vector Search
Yaoqi Chen, Ruicheng Zheng, Qi Chen, Shuotao Xu, Qianxi Zhang, Xue Wu, Weihao Han, Hua Yuan, Mingqin Li, Yujing Wang, Jason Li, Fan Yang, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Mao Yang
2024 The Web Conference | May 2024
An Empirical Study on Low GPU Utilization of Deep Learning Jobs
Yanjie Gao, Yichen He, Xinze Li, Bo Zhao, Haoxiang Lin, Yoyo Liang, Jing Zhong, Hongyu Zhang, Jingzhou Wang, Yonghua Zeng, Keli Gui, Jie Tong, Mao Yang
ICSE 2024 | April 2024
The 46th International Conference on Software Engineering
Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices
Zibo Wang, Pinghe Li, Chieh-Jan Mike Liang, Feng Wu, Francis Y. Yan
NSDI (USENIX Symposium on Networked Systems Design and Implementation) | April 2024
Outstanding Paper Award
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Yiran Ding, Li Lyna Zhang, Chengruidong Zhang, Yuanyuan Xu, Ning Shang, Jiahang Xu, Fan Yang, Mao Yang
ICML 2024 | February 2024
Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning
Xijie Huang, Li Lyna Zhang, Kwang-Ting Cheng, Fan Yang, Mao Yang
EMNLP | February 2024
Runtime Performance Prediction for Deep Learning Models with Graph Neural Network
Yanjie Gao, Xianyu Gu, Hongyu Zhang, Haoxiang Lin, Mao Yang
ICSE 2023 | May 2023
The 45th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
An Empirical Study on Quality Issues of Deep Learning Platform
Yanjie Gao, Xiaoxiang Shi, Haoxiang Lin, Hongyu Zhang, Hao Wu, Rui Li, Mao Yang
ICSE 2023 | May 2023
The 45th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
MobiDepth: Real-Time Depth Estimation Using On-Device Dual Cameras
Jinrui Zhang, Huan Yang, Ju Ren, Deyu Zhang, Bangwen He, Yuanchun Li, Ting Cao, Yaoxue Zhang, Yunxin Liu
The 28th Annual International Conference On Mobile Computing And Networking (MobiCom’22) | October 2022
Refty: Refinement Types for Valid Deep Learning Models
Yanjie Gao, Zhengxian Li, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang
ICSE 2022 | May 2022
The 44th International Conference on Software Engineering
AsyMo: Scalable and Efficient Deep-Learning Inference on Asymmetric Mobile CPUs
Manni Wang, Shaohua Ding, Ting Cao, Yunxin Liu, Fengyuan Xu
The 27th Annual International Conference On Mobile Computing And Networking (MobiCom’21) | October 2021
Boosting Mobile CNN Inference through Semantic Memory
Yun Li, Chen Zhang, Shihao Han, Li Lyna Zhang, Baoqun Yin, Yunxin Liu, Mengwei Xu
Proceedings of the 29th ACM International Conference on Multimedia (ACM MM) | October 2021
Flexible High-resolution Object Detection on Edge Devices with Tunable Latency
Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, Yunxin Liu
The 27th Annual International Conference On Mobile Computing And Networking (MobiCom ’21)) | October 2021
nn-Meter: Towards Accurate Latency Prediction of Deep-Learning Model Inference on Diverse Edge Devices
Li Lyna Zhang, Shihao Han, Jianyu Wei, Ningxin Zheng, Ting Cao, Yuqing Yang, Yunxin Liu
The 19th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys’21) | June 2021
Best Paper Award
Resource-Guided Configuration Space Reduction for Deep Learning Models
Yanjie Gao, Yonghao Zhu, Hongyu Zhang, Haoxiang Lin, Mao Yang
ICSE 2021 | May 2021
The 43rd International Conference on Software Engineering
To Bridge Neural Network Design and Real-World Performance: A Behaviour Study for Neural Networks
Xiaohu Tang, Shihao Han, Li Lyna Zhang, Ting Cao, Yunxin Liu
MLSys | April 2021
Estimating GPU Memory Consumption of Deep Learning Models
Yanjie Gao, Yu Liu, Hongyu Zhang, Zhengxian Li, Yonghao Zhu, Haoxiang Lin, Mao Yang
ESEC/FSE 2020 | November 2020
The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Industry Track
Enhancing the Interoperability between Deep Learning Frameworks by Model Conversion
Yu Liu, Cheng Chen, Ru Zhang, Tingting Qin, Xiang Ji, Haoxiang Lin, Mao Yang
ESEC/FSE 2020 | November 2020
The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Industry Track
Profiling and optimizing deep learning inference on mobile GPUs
Shiqi Jiang, Lihao Ran, Ting Cao, Yusen Xu, Yunxin Liu
Proceedings of the 11th ACM SIGOPS Asia-Pacific Workshop on Systems (APSys ’20) | August 2020
An Empirical Study on Program Failures of Deep Learning Jobs
Ru Zhang, Wencong Xiao, Hongyu Zhang, Yu Liu, Haoxiang Lin, Mao Yang
ICSE 2020 | July 2020
ACM SIGSOFT Distinguished Paper Award
The 42nd International Conference on Software Engineering
NeuGraph: Parallel Deep Neural Network Computation on Large Graphs
Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
2019 USENIX Annual Technical Conference | July 2019
SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity through Low-Bit Quantization
Shijie Cao, Lingxiao Ma, Wencong Xiao, Chen Zhang, Yunxin Liu, Lintao Zhang, Lanshu Nie, Zhi Yang
Conference on Computer Vision and Pattern Recognition (CVPR) | June 2019
Efficient and Effective Sparse LSTM on FPGA with Bank-Balanced Sparsity
Shijie Cao, Chen Zhang (zhac), Zhuliang Yao, Wencong Xiao, Lanshun Nie, Dechen Zhan, Yunxin Liu (yunliu), Ming Wu, Lintao Zhang (lintaoz)
27th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA) | February 2019
Balanced Sparsity for Efficient DNN Inference on GPU
Zhuliang Yao, Shijie Cao, Wencong Xiao, Chen Zhang, Lanshun Nie
AAAI Conference on Artificial Intelligence (AAAI) | January 2019
Caffeine: Towards uniformed representation and acceleration for deep convolutional neural networks
Chen Zhang, Guangyu Sun, Zhenman Fang, Peipei Zhou, Peichen Pan, Jason Cong
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | September 2016
Optimizing fpga-based accelerator design for deep convolutional neural networks
Chen Zhang, Peng Li, Guangyu Sun, Yijin Guan, Bingjun Xiao, Jason Cong
2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays | February 2015
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An Empirical Study of Issues in Large Language Model Training Systems
Yanjie Gao, Ruiming Lu, Haoxiang Lin, Yueguo Chen
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Industry Track
Reduction Fusion for Optimized Distributed Data-Parallel Computations via Inverse Recomputation
Haoxiang Lin, Yang Wang, Yanjie Gao, Hongyu Zhang, Ming Wu, Mao Yang
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Ideas, Visions and Reflections Track
dl²: Detecting Communication Deadlocks in Deep Learning Jobs
Yanjie Gao, Jiyu Luo, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Industry Track
An Empirical Study on Low GPU Utilization of Deep Learning Jobs
Yanjie Gao, Yichen He, Xinze Li, Bo Zhao, Haoxiang Lin, Yoyo Liang, Jing Zhong, Hongyu Zhang, Jingzhou Wang, Yonghua Zeng, Keli Gui, Jie Tong, Mao Yang
ICSE 2024 | April 2024
The 46th International Conference on Software Engineering
Runtime Performance Prediction for Deep Learning Models with Graph Neural Network
Yanjie Gao, Xianyu Gu, Hongyu Zhang, Haoxiang Lin, Mao Yang
ICSE 2023 | May 2023
The 45th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
An Empirical Study on Quality Issues of Deep Learning Platform
Yanjie Gao, Xiaoxiang Shi, Haoxiang Lin, Hongyu Zhang, Hao Wu, Rui Li, Mao Yang
ICSE 2023 | May 2023
The 45th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
Refty: Refinement Types for Valid Deep Learning Models
Yanjie Gao, Zhengxian Li, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang
ICSE 2022 | May 2022
The 44th International Conference on Software Engineering
Resource-Guided Configuration Space Reduction for Deep Learning Models
Yanjie Gao, Yonghao Zhu, Hongyu Zhang, Haoxiang Lin, Mao Yang
ICSE 2021 | May 2021
The 43rd International Conference on Software Engineering
Estimating GPU Memory Consumption of Deep Learning Models
Yanjie Gao, Yu Liu, Hongyu Zhang, Zhengxian Li, Yonghao Zhu, Haoxiang Lin, Mao Yang
ESEC/FSE 2020 | November 2020
The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Industry Track
Enhancing the Interoperability between Deep Learning Frameworks by Model Conversion
Yu Liu, Cheng Chen, Ru Zhang, Tingting Qin, Xiang Ji, Haoxiang Lin, Mao Yang
ESEC/FSE 2020 | November 2020
The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Industry Track
An Empirical Study on Program Failures of Deep Learning Jobs
Ru Zhang, Wencong Xiao, Hongyu Zhang, Yu Liu, Haoxiang Lin, Mao Yang
ICSE 2020 | July 2020
ACM SIGSOFT Distinguished Paper Award
The 42nd International Conference on Software Engineering
An Empirical Study on Quality Issues of Production Big Data Platform
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
ICSE 2015 | May 2015
The 37th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
Arming Cloud Services with Task Aspects
Zhenyu Guo, Cheng Chen, Haoxiang Lin, Sean McDirmid, Fan Yang, Xueying Guo, Mao Yang, Lidong Zhou
MSR-TR-2014-150 | November 2014
Published by Microsoft
Common Causes and Mitigations of Service Quality Issues in Big Data Computing
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
MSR-TR-2014-34 | March 2014
Published by Microsoft
A Characteristic Study on Failures of Production Distributed Data-Parallel Programs
Sihan Li, Hucheng Zhou, Haoxiang Lin, Tian Xiao, Haibo Lin, Wei Lin, Tao Xie
ICSE 2013 | May 2013
IEEE Software Best Software Engineering in Practice Paper Award
The 35th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
Optimizing Data Shuffling in Data-Parallel Computation by Understanding User-Defined Functions
Jiaxing Zhang, Hucheng Zhou, Rishan Chen, Xuepeng Fan, Zhenyu Guo, Haoxiang Lin, Jack Y.Li, Wei Lin, Jingren Zhou, Lidong Zhou
NSDI 2012 | April 2012
The 9th USENIX Symposium on Networked Systems Design and Implementation
Language-Based Replay via Data Flow Cut
Ming Wu, Fan Long, Xi Wang, Zhilei Xu, Haoxiang Lin, Xuezheng Liu, Zhenyu Guo, Lidong Zhou, Zheng Zhang, Huayang Guo
FSE-18 | November 2010
The 18th ACM SIGSOFT International Symposium on Foundations of Software Engineering
MPIWiz: Subgroup Reproducible Replay of MPI Applications
Ruini Xue, Xuezheng Liu, Ming Wu, Zhenyu Guo, Wenguang Chen, Weimin Zheng, Zheng Zhang, Geoffrey M. Voelker
MSR-TR-2008-127 | September 2008
Hang Analysis: Fighting Responsiveness Bugs
Xi Wang, Zhenyu Guo, Xuezheng Liu, Zhilei Xu, Haoxiang Lin, Xiaoge Wang, Zheng Zhang
EuroSys 2008 | April 2008
Best Student Paper Award
The 3rd ACM SIGOPS/EuroSys European Conference on Computer Systems 2008
Conditional Correlation Analysis for Safe Region-based Memory Management
Xi Wang, Zhilei Xu, Xuezheng Liu, Zhenyu Guo, Xiaoge Wang, Zheng Zhang
Programming Language Design and Implementation (PLDI) | January 2008
-
An Empirical Study of Issues in Large Language Model Training Systems
Yanjie Gao, Ruiming Lu, Haoxiang Lin, Yueguo Chen
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Industry Track
Reduction Fusion for Optimized Distributed Data-Parallel Computations via Inverse Recomputation
Haoxiang Lin, Yang Wang, Yanjie Gao, Hongyu Zhang, Ming Wu, Mao Yang
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Ideas, Visions and Reflections Track
dl²: Detecting Communication Deadlocks in Deep Learning Jobs
Yanjie Gao, Jiyu Luo, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Industry Track
Proving Olympiad Inequalities by Synergizing LLMs and Symbolic Reasoning
Zenan Li, Zhaoyu Li, Wen Tang, Xian Zhang, Yuan Yao, Xujie Si, Fan Yang, Kaiyu Yang, Xiaoxing Ma
ICLR | April 2025
VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models
Yifei Liu, Jicheng Wen, Yang Wang, Shengyu Ye, Li Lyna Zhang, Ting Cao, Cheng Li, Mao Yang
November 2024
Uncovering Nested Data Parallelism and Data Reuse in DNN Computation with FractalTensor
Siran Liu, Chengxiang Qi, Ying Cao, Chao Yang, Weifang Hu, Xuanhua Shi, Fan Yang, Mao Yang
SOSP | November 2024
Anatomizing Deep Learning Inference in Web Browsers
Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Yun Ma, Ting Cao, Xuanzhe Liu
ACM Transactions on Software Engineering and Methodology | August 2024
DEX: Scalable Range Indexing on Disaggregated Memory
Baotong Lu, Kaisong Huang, Chieh-Jan Mike Liang, Tianzheng Wang, Eric Lo
VLDB (International Conference on Very Large Data Bases) | August 2024
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
nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training
Zhiqi Lin, Youshan Miao, Quanlu Zhang, Fan Yang, Yi Zhu, Cheng Li, Saeed Maleki, Xu Cao, Ning Shang, Yilei Yang, Weijiang Xu, Mao Yang, Lintao Zhang, Lidong Zhou
OSDI | July 2024
Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation
Lei Wang, Lingxiao Ma, Shijie Cao, Quanlu Zhang, Jilong Xue, Yining Shi, Ningxin Zheng, Ziming Miao, Fan Yang, Ting Cao, Yuqing Yang, Mao Yang
OSDI 2024 | July 2024
Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference
Ranggi Hwang, Jianyu Wei, Shijie Cao, Changho Hwang, Xiaohu Tang, Ting Cao, Mao Yang
ISCA 2024 | July 2024
Microsoft Research Focus https://jokerchen.me/en-us/research/blog/research-focus-week-of-july-15-2024/
Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations
Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Qipeng Wang, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang
the 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys’24) | June 2024
MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
2024 The Web Conference | May 2024
An Empirical Study on Low GPU Utilization of Deep Learning Jobs
Yanjie Gao, Yichen He, Xinze Li, Bo Zhao, Haoxiang Lin, Yoyo Liang, Jing Zhong, Hongyu Zhang, Jingzhou Wang, Yonghua Zeng, Keli Gui, Jie Tong, Mao Yang
ICSE 2024 | April 2024
The 46th International Conference on Software Engineering
Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices
Zibo Wang, Pinghe Li, Chieh-Jan Mike Liang, Feng Wu, Francis Y. Yan
NSDI (USENIX Symposium on Networked Systems Design and Implementation) | April 2024
Outstanding Paper Award
ConvStencil: Transform Stencil Computation to Matrix Multiplication on Tensor Cores
Yuetao Chen, Kun Li, Yuhao Wang, Donglin Bai, Lei Wang, Lingxiao Ma, Liang Yuan, Yunquan Zhang, Ting Cao, Mao Yang
The 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming (PPoPP ’24) | March 2024
Best paper award
Optimizing Dynamic Neural Networks with Brainstorm
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
OSDI’23 | July 2023
VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity
Qianxi Zhang, Shuotao Xu, Qi Chen, Guoxin Sui, Jiadong Xie, Zhizhen Cai, Yaoqi Chen, Yinxuan He, Yuqing Yang, Fan Yang, Mao Yang, Lidong Zhou
OSDI’23 | July 2023
Runtime Performance Prediction for Deep Learning Models with Graph Neural Network
Yanjie Gao, Xianyu Gu, Hongyu Zhang, Haoxiang Lin, Mao Yang
ICSE 2023 | May 2023
The 45th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
An Empirical Study on Quality Issues of Deep Learning Platform
Yanjie Gao, Xiaoxiang Shi, Haoxiang Lin, Hongyu Zhang, Hao Wu, Rui Li, Mao Yang
ICSE 2023 | May 2023
The 45th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
On Modular Learning of Distributed Systems for Predicting End-to-End Latency
Chieh-Jan Mike Liang, Zilin Fang, Yuqing Xie, Fan Yang, Zhao Lucis Li, Li Lyna Zhang, Mao Yang, Lidong Zhou
NSDI (USENIX Symposium on Networked Systems Design and Implementation) | April 2023
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
The Case for Learning Machine Language
Guangda Liu, Chieh-Jan Mike Liang, Shijie Cao, Shuai Lu, Leendert van Doorn
ML for Systems at NeurIPS | December 2022
MobiDepth: Real-Time Depth Estimation Using On-Device Dual Cameras
Jinrui Zhang, Huan Yang, Ju Ren, Deyu Zhang, Bangwen He, Yuanchun Li, Ting Cao, Yaoxue Zhang, Yunxin Liu
The 28th Annual International Conference On Mobile Computing And Networking (MobiCom’22) | October 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
SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute
Ningxin Zheng, Bin Lin, Quanlu Zhang, Lingxiao Ma, Yuqing Yang, Fan Yang, Yang Wang, Mao Yang, Lidong Zhou
OSDI 2022 | July 2022
Refty: Refinement Types for Valid Deep Learning Models
Yanjie Gao, Zhengxian Li, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang
ICSE 2022 | May 2022
The 44th International Conference on Software Engineering
Timing-Based Browsing Privacy Vulnerabilities Via Site Isolation
Zihao Jin, Ziqiao Kong, Shuo Chen, Haixin Duan
IEEE Symposium on Security and Privacy (Oakland) | May 2022
AsyMo: Scalable and Efficient Deep-Learning Inference on Asymmetric Mobile CPUs
Manni Wang, Shaohua Ding, Ting Cao, Yunxin Liu, Fengyuan Xu
The 27th Annual International Conference On Mobile Computing And Networking (MobiCom’21) | October 2021
Boosting Mobile CNN Inference through Semantic Memory
Yun Li, Chen Zhang, Shihao Han, Li Lyna Zhang, Baoqun Yin, Yunxin Liu, Mengwei Xu
Proceedings of the 29th ACM International Conference on Multimedia (ACM MM) | October 2021
Forerunner: Constraint-based Speculative Transaction Execution for Ethereum
Yang Chen, Zhongxin Guo, Runhuai Li, Shuo Chen, Lidong Zhou, Yajin Zhou, Xian Zhang
SOSP 2021 | October 2021
Flexible High-resolution Object Detection on Edge Devices with Tunable Latency
Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, Yunxin Liu
The 27th Annual International Conference On Mobile Computing And Networking (MobiCom ’21)) | October 2021
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
nn-Meter: Towards Accurate Latency Prediction of Deep-Learning Model Inference on Diverse Edge Devices
Li Lyna Zhang, Shihao Han, Jianyu Wei, Ningxin Zheng, Ting Cao, Yuqing Yang, Yunxin Liu
The 19th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys’21) | June 2021
Best Paper Award
PipeZK: Accelerating Zero-Knowledge Proof with a Pipelined Architecture
Ye Zhang, Shuo Wang, Xian Zhang, Jiangbin Dong, Xingzhong Mao, Fan Long, Cong Wang, Dong Zhou, Mingyu Gao, Guangyu Sun
48th IEEE/ACM International Symposium on Computer Architecture (ISCA) | June 2021
Resource-Guided Configuration Space Reduction for Deep Learning Models
Yanjie Gao, Yonghao Zhu, Hongyu Zhang, Haoxiang Lin, Mao Yang
ICSE 2021 | May 2021
The 43rd International Conference on Software Engineering
Estimating GPU Memory Consumption of Deep Learning Models
Yanjie Gao, Yu Liu, Hongyu Zhang, Zhengxian Li, Yonghao Zhu, Haoxiang Lin, Mao Yang
ESEC/FSE 2020 | November 2020
The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Industry Track
Enhancing the Interoperability between Deep Learning Frameworks by Model Conversion
Yu Liu, Cheng Chen, Ru Zhang, Tingting Qin, Xiang Ji, Haoxiang Lin, Mao Yang
ESEC/FSE 2020 | November 2020
The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Industry Track
HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees
Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Yuqi Wang, Yifan Xiong, Bin Wang
2020 Operating Systems Design and Implementation | November 2020
Retiarii: A Deep Learning Exploratory-Training Framework
Quanlu Zhang, Zhenhua Han, Fan Yang, Yuge Zhang, Zhe Liu, Mao Yang, Lidong Zhou
2020 Operating Systems Design and Implementation | November 2020
Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks
Lingxiao Ma, Zhiqiang Xie, Zhi Yang, Jilong Xue, Youshan Miao, Wei Cui, Wenxiang Hu, Fan Yang, Lintao Zhang, Lidong Zhou
14th USENIX Symposium on Operating Systems Design and Implementation (OSDI’20) | November 2020
Byzantine Ordered Consensus without Byzantine Oligarchy
Yunhao Zhang, Srinath Setty, Qi Chen, Lidong Zhou, Lorenzo Alvisi
Operating Systems Design and Implementation (OSDI) | October 2020
Jay Lepreau Best Paper Award
Protean: VM Allocation Service at Scale
Ori Hadary, Luke Marshall, Ishai Menache, Abhisek Pan, David Dion, Esaias E Greeff, Star Dorminey, Shailesh Joshi, Yang Chen, Mark Russinovich, Thomas Moscibroda
OSDI | October 2020
An Empirical Study on Program Failures of Deep Learning Jobs
Ru Zhang, Wencong Xiao, Hongyu Zhang, Yu Liu, Haoxiang Lin, Mao Yang
ICSE 2020 | July 2020
ACM SIGSOFT Distinguished Paper Award
The 42nd International Conference on Software Engineering
AutoSys: The Design and Operation of Learning-Augmented Systems
Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou, Lifei Zhu, Zhao Lucis Li, Zibo Wang, Qi Chen, Quanlu Zhang, Chuanjie Liu, Wenjun Dai
ATC (USENIX Annual Technical Conference) | July 2020
Distributed Graph Computation Meets Machine Learning
Wencong Xiao, Jilong Xue, Youshan Miao, Zhen Li, Cheng Chen, Ming Wu, Wei Li, Lidong Zhou
IEEE Transactions on Parallel and Distributed Systems | January 2020, Vol 31(7): pp. 1588-1604
NeuGraph: Parallel Deep Neural Network Computation on Large Graphs
Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
2019 USENIX Annual Technical Conference | July 2019
Accelerating Rule-matching Systems with Learned Rankers
Zhao Lucis Li, Chieh-Jan Mike Liang, Wei Bai, Qiming Zheng, Yongqiang Xiong, Guangzhong Sun
ATC (USENIX Annual Technical Conference) | July 2019
The Case for Learning-and-System Co-design
Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou
ACM SIGOPS Operating Systems Review | July 2019, Vol 53(1): pp. 68-74
Panthera: Holistic Memory Management for Big Data Processing over Hybrid Memories
Chenxi Wang, Huimin Cui, Ting Cao, John Zigman, Haris Volos, Onur Mutlu, Fang Lv, Xiaobing Feng, Guoqing Harry Xu
the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI’19) | June 2019
SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity through Low-Bit Quantization
Shijie Cao, Lingxiao Ma, Wencong Xiao, Chen Zhang, Yunxin Liu, Lintao Zhang, Lanshu Nie, Zhi Yang
Conference on Computer Vision and Pattern Recognition (CVPR) | June 2019
Fast Distributed Deep Learning over RDMA
Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lintao Zhang, Lidong Zhou
EuroSys | March 2019
Efficient and Effective Sparse LSTM on FPGA with Bank-Balanced Sparsity
Shijie Cao, Chen Zhang (zhac), Zhuliang Yao, Wencong Xiao, Lanshun Nie, Dechen Zhan, Yunxin Liu (yunliu), Ming Wu, Lintao Zhang (lintaoz)
27th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA) | February 2019
Balanced Sparsity for Efficient DNN Inference on GPU
Zhuliang Yao, Shijie Cao, Wencong Xiao, Chen Zhang, Lanshun Nie
AAAI Conference on Artificial Intelligence (AAAI) | January 2019
SDPaxos: Building Efficient Semi-Decentralized Geo-replicated State Machines
Hanyu Zhao, Quanlu Zhang, Zhi Yang, Ming Wu, Yafei Dai
ACM Symposium on Cloud Computing 2018 (SoCC) | October 2018
Metis: Robustly Optimizing Tail Latencies of Cloud Systems
Zhao Lucis Li, Chieh-Jan Mike Liang, Wenjia He, Lianjie Zhu, Wenjun Dai, Jin Jiang, Guangzhong Sun
ATC (USENIX Annual Technical Conference) | July 2018
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
Crash Consistency in Encrypted Non-volatile Main Memory Systems
Sihang Liu, Aasheesh Kolli, Jinglei Ren, Samira Khan
Proceedings of 2018 IEEE International Symposium on High Performance Computer Architecture (HPCA ’18) | February 2018
Characterizing Privacy Risks of Mobile Apps with Sensitivity Analysis
Li Lyna Zhang, Chieh-Jan Mike Liang, Zhao Lucis Li, Yunxin Liu, Feng Zhao, Enhong Chen
TMC (IEEE Transactions on Mobile Computing) | February 2018, Vol 17: pp. 279-292
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
Systematically Testing Background Services of Mobile Apps
Li Lyna Zhang, Chieh-Jan Mike Liang, Yunxin Liu, Enhong Chen
ASE (International Conference on Automated Software Engineering) | October 2017
RAVEN: Optimizing Power Consumption of Mobile Games Using Perception-Aware Rendering Rate Scaling
Yunxin Liu
accepted to appear in the 23rd Annual International Conference on Mobile Computing and Networking (MobiCom 2017) | October 2017
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
Programming for Non-Volatile Main Memory Is Hard
Jinglei Ren, Qingda Hu, Samira Khan, Thomas Moscibroda
Proceedings of the 8th Asia-Pacific Workshop on Systems (APSys ’17) | September 2017
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
Log-Structured Non-Volatile Main Memory
Qingda Hu, Jinglei Ren, Anirudh Badam, Thomas Moscibroda
Proceedings of 2017 USENIX Annual Technical Conference (USENIX ATC ’17) | July 2017
AppHolmes: Detecting and Characterizing App Collusion among Third-Party Android Markets
Mengwei Xu, Yun Ma, Xuanzhe Liu, Felix Xiaozhu Lin, Yunxin Liu
WWW 2017 | April 2017
TuX2: Distributed Graph Computation for Machine Learning
Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lidong Zhou
14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17) | March 2017
ISBN: 978-1-931971-37-9
ARTcode: Preserve Art and Code in Any Image
Zhe Yang, Yuting Bao, Chuhao Luo, Xinya Zhao, Siyu Zhu, Chunyi Peng, Yunxin Liu, Xinbing Wang
The 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016) | September 2016
Caffeine: Towards uniformed representation and acceleration for deep convolutional neural networks
Chen Zhang, Guangyu Sun, Zhenman Fang, Peipei Zhou, Peichen Pan, Jason Cong
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | September 2016
Energy-Efficient CNN Implementation on a Deeply Pipelined FPGA Cluster
Chen Zhang, Di Wu, Jiayu Sun, Guangyu Sun, Guojie Luo, Jason Cong
Proceedings of the 2016 International Symposium on Low Power Electronics and Design | August 2016
AMIL: Localizing Neighboring Mobile Devices Through a Simple Gesture
Hao Han, Shanhe Yi, Qun Li, Guobin Shen, Yunxin Liu, Ed Novak
INFOCOM 2016 | April 2016
Rethinking Energy-Performance Trade-Off in Mobile Web Page Loading
Duc Hoang Bui, Yunxin Liu, Hyosu Kim, Insik Shin, Feng Zhao
The 21st Annual International Conference on Mobile Computing and Networking (MobiCom 2015) | September 2015
GraM: Scaling Graph Computation to the Trillions
Ming Wu, Fan Yang, Jilong Xue, Wencong Xiao, Youshan Miao, Lan Wei, Haoxiang Lin, Yafei Dai, Lidong Zhou
SoCC 2015 | August 2015
The 6th ACM Symposium on Cloud Computing
ImmortalGraph: A System for Storage and Analysis of Temporal Graphs
Youshan Miao, Wentao Han, Kaiwei Li, Ming Wu, Vijayan Prabhakaran, Enhong Chen, Wenguang Chen, Fan Yang, Lidong Zhou
ACM Transactions on Storage (TOS) | July 2015
An Empirical Study on Quality Issues of Production Big Data Platform
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
ICSE 2015 | May 2015
The 37th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
Measurement and Analysis of Mobile Web Cache Performance
Yun Ma, Xuanzhe Liu, Shuhui Zhang, Ruirui Xiang, Yunxin Liu, Tao Xie
2015 International World Wide Web Conference Committee (IW3C2) | May 2015
Optimizing fpga-based accelerator design for deep convolutional neural networks
Chen Zhang, Peng Li, Guangyu Sun, Yijin Guan, Bingjun Xiao, Jason Cong
2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays | February 2015
Accurate CPU Power Modeling for Multicore Smartphones
Yifan Zhang, Yunxin Liu, Li Zhuang, Xuanzhe Liu, Feng Zhao, Qun Li
MSR-TR-2015-9 | February 2015
Arming Cloud Services with Task Aspects
Zhenyu Guo, Cheng Chen, Haoxiang Lin, Sean McDirmid, Fan Yang, Xueying Guo, Mao Yang, Lidong Zhou
MSR-TR-2014-150 | November 2014
Published by Microsoft
Automating Distributed Partial Aggregation
Chang Liu, Jiaxing Zhang, Hucheng Zhou, Sean McDirmid, Zhenyu Guo, Thomas Moscibroda
SOCC 2014: 5th ACM Symposium on Cloud Computing, Seattle, Washington | November 2014
Apollo: Scalable and Coordinated Scheduling for Cloud-Scale Computing
Eric Boutin, Jaliya Ekanayake, Wei Lin, Bing Shi, Jingren Zhou, Zhengping Qian, Ming Wu, Lidong Zhou
OSDI ’14 | October 2014
The 11th USENIX Symposium on Operating Systems Design and Implementation
INDAPSON: An Incentive Data Plan Sharing System Based on Self-Organizing Network
Tuo Yu, Zilong Zhou, Da Zhang, Xinbing Wang, Yunxin Liu, Songwu Lu
INFOCOM 2014 | April 2014
An efficient design and implementation of LSM-tree based key-value store on open-channel SSD
Peng Wang, Guangyu Sun, Song Jiang, Jian Ouyang, Shiding Lin, Chen Zhang, Jason Cong
Proceedings of the Ninth European Conference on Computer Systems | April 2014
Chronos: A Graph Engine for Temporal Graph Analysis
Wentao Han, Youshan Miao, Kaiwei Li, Ming Wu, Vijayan Prabhakaran, Wenguang Chen, Enhong Chen, Fan Yang, Lidong Zhou
EuroSys | April 2014
Common Causes and Mitigations of Service Quality Issues in Big Data Computing
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
MSR-TR-2014-34 | March 2014
Published by Microsoft
Rex: Replication at the Speed of Multi-core
Zhenyu Guo, Chuntao Hong, Mao Yang, Dong Zhou, Lidong Zhou, Li Zhuang
EuroSys ’14: Proceedings of the Ninth European Conference on Computer Systems | January 2014
Tango: Distributed Data Structures over a Shared Log
Mahesh Balakrishnan, Dahlia Malkhi, Ted Wobber, Ming Wu, Vijayan Prabhakaran, Michael Wei, John D. Davis, Sriram Rao, Tao Zou, Aviad Zuck
SOSP | November 2013
Memory partitioning for multidimensional arrays in high-level synthesis
Yuxin Wang, Peng Li, Peng Zhang, Chen Zhang, Jason Cong
Proceedings of the 50th Annual Design Automation Conference | June 2013
A Characteristic Study on Failures of Production Distributed Data-Parallel Programs
Sihan Li, Hucheng Zhou, Haoxiang Lin, Tian Xiao, Haibo Lin, Wei Lin, Tao Xie
ICSE 2013 | May 2013
IEEE Software Best Software Engineering in Practice Paper Award
The 35th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
Failure Recovery: When the Cure Is Worse Than the Disease
Zhenyu Guo, Sean McDirmid, Mao Yang, Li Zhuang, Pu Zhang, Yingwei Luo, Tom Bergan, Peter Bodík, Madan Musuvathi, Zheng Zhang, Lidong Zhou
HotOS | May 2013
HotOS
TimeStream: Reliable Stream Computation in the Cloud
Lidong Zhou, Yuan Yu, Zheng Zhang, Zhengping Qian
EuroSys 2013 | April 2013
Updated version
Model Checking in Distributed Systems (in Chinese)
Communications of the China Computer Federation | February 2013, Vol 9(2): pp. 46-51
Managing Large Graphs on Multi-Cores with Graph Awareness
Vijayan Prabhakaran, Ming Wu, Xuetian Weng, Frank McSherry, Lidong Zhou, Maya Haridasan
USENIX Annual Technical Conference (USENIX ATC’12) | June 2012
Optimizing Data Shuffling in Data-Parallel Computation by Understanding User-Defined Functions
Jiaxing Zhang, Hucheng Zhou, Rishan Chen, Xuepeng Fan, Zhenyu Guo, Haoxiang Lin, Jack Y.Li, Wei Lin, Jingren Zhou, Lidong Zhou
NSDI 2012 | April 2012
The 9th USENIX Symposium on Networked Systems Design and Implementation
MadLINQ: Large-Scale Distributed Matrix Computation for the Cloud
Zhengping Qian, Xiuwei Chen, Nanxi Kang, Mingcheng Chen, Yuan Yu, Thomas Moscibroda, Zheng Zhang
EuroSys 2012: 7th ACM European Conference on Computer Systems, Berne, Switzerland | April 2012
EuroSys Best Paper Award
Kineograph: taking the pulse of a fast-changing and connected world
Raymond Cheng, Ji Hong, Aapo Kyrola, Youshan Miao, Xuetian Weng, Ming Wu, Fan Yang, Lidong Zhou, Feng Zhao, Enhong Chen
ACM Eurosys | April 2012
Sonora: A Platform for Continuous Mobile-Cloud Computing
Xiuwei Chen, Ivan Beschastnikh, Li Zhuang, Fan Yang, Zhengping Qian, Lidong Zhou, Guobin Shen, Jacky Shen
MSR-TR-2012-34 | March 2012
Practical software model checking via dynamic interface reduction
Huayang Guo, Ming Wu, Lidong Zhou, Gang Hu, Junfeng Yang, Lintao Zhang
October 2011
G2: A Graph Processing System for Diagnosing Distributed Systems
Zhenyu Guo, Dong Zhou, Haoxiang Lin, Mao Yang, Fan Long, Chaoqiang Deng, Changshu Liu, Lidong Zhou
USENIX ATC 2011 | June 2011
The 2011 USENIX Annual Technical Conference
Language-Based Replay via Data Flow Cut
Ming Wu, Fan Long, Xi Wang, Zhilei Xu, Haoxiang Lin, Xuezheng Liu, Zhenyu Guo, Lidong Zhou, Zheng Zhang, Huayang Guo
FSE-18 | November 2010
The 18th ACM SIGSOFT International Symposium on Foundations of Software Engineering
Distributed Systems Meet Economics: Pricing in the Cloud
Hongyi Wang, Qingfeng Jing, Bingsheng He, Zhengping Qian, Lidong Zhou
HotCloud ’10 | June 2010
HotCloud '10
MODIST: Transparent Model Checking of Unmodified Distributed Systems
Junfeng Yang, Tisheng Chen, Ming Wu, Zhilei Xu, Xuezheng Liu, Haoxiang Lin, Mao Yang, Fan Long, Lintao Zhang, Lidong Zhou
NSDI 2009 | April 2009
The 6th Symposium on Networked Systems Design and Implementation
Corey: An Operating System for Many Cores
Silas Boyd-Wickizer, Haibo Chen, Rong Chen, Yandong Mao, Frans Kaashoek, Robert Morris, Aleksey Pesterev, Lex Stein, Ming Wu, Yuehua Dai, Yang Zhang, Zheng Zhang
OSDI ’08 | December 2008
The 8th USENIX Symposium on Operating Systems Design and Implementation
Hang Analysis: Fighting Responsiveness Bugs
Xi Wang, Zhenyu Guo, Xuezheng Liu, Zhilei Xu, Haoxiang Lin, Xiaoge Wang, Zheng Zhang
EuroSys 2008 | April 2008
Best Student Paper Award
The 3rd ACM SIGOPS/EuroSys European Conference on Computer Systems 2008
PacificA: Replication in Log-Based Distributed Storage Systems
Wei Lin, Mao Yang, Lintao Zhang, Lidong Zhou
MSR-TR-2008-25 | February 2008
D3S: Debugging Deployed Distributed Systems
Xuezheng Liu, Zhenyu Guo, Xi Wang, Feibo Chen, Xiaochen Lian, Jian Tang, Ming Wu, M. Frans Kaashoek, Zheng Zhang
NSDI | February 2008
Failure Detectors and Extended Paxos for k-Set Agreement
Wei Chen, Jialin Zhang, Yu Chen, Xuezheng Liu
Proceedings of the 13th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC’2007), Melbourne, Australia, Dec. 2007. | December 2007
Proceedings of the 13th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC'2007)
A Multi-dimensional Reputation System Combined with Trust and Incentive Mechanisms in P2P File Sharing Systems
Mao Yang, Qinyuan Feng, Yafei Dai, Zheng Zhang
June 2007
Dependability, Access Diversity, Low Cost: Pick Two
Ming Chen, Lex Stein, Zheng Zhang
USENIX | June 2007
An Empirical Study of Collusion Behavior in the Maze P2P File-Sharing System
Qiao Lian, Zheng Zhang, Mao Yang, Ben Y. Zhao, Yafei Dai, Xiaoming Li
MSR-TR-2006-14 | June 2007
WiDS Checker: Combating Bugs in Distributed Systems
Xuezheng Liu, Wei Lin, Aimin Pan, Zheng Zhang
April 2007
Can a File System Virtualize Processors?
Lex Stein, David Holland, Margo Seltzer, Zheng Zhang
March 2007
Machine Bank: Own Your Virtual Personal Computer
Shuo Tang, Yu Chen, Zheng Zhang
MSR-TR-2005-89 | March 2007
Enforcing Routing Consistency in Structured Peer-to-Peer Overlays: Should We and Could We?
Wei Chen, Xuezheng Liu
February 2006
Robust Incentives via Multi-level Tit-for-tat
Qiao Lian, Peng Yu, Mao Yang, Zheng Zhang, Yafei Dai, Xiaoming Li, Roger (Peng) Yu
February 2006
Simulating Large-Scale P2P Systems with the WiDS Toolkit
Shiding Lin, Aimin Pan, Rui Guo, Zheng Zhang
September 2005
WiDS: an Integrated Toolkit for Distributed System Development
Shiding Lin, Aimin Pan, Zheng Zhang, Rui Guo, Zhenyu Guo
HotOS | June 2005
On the impact of replica placement to the reliability of distributed brick storage systems
Qiao Lian, Wei Chen, Zheng Zhang
MSR-TR-2005-71 | June 2005
P2P Research and Reality: Some Preliminary Thoughts
Zheng Zhang
July 2004
RepStore: A Self-Managing and Self-Tuning Storage Backend with Smart Bricks
Zheng Zhang, Shiding Lin, Qiao Lian, Chao Jin
MSR-TR-2004-21 | May 2004
Scalable, Structured Data Placement over P2P Storage Utilities
Zheng Zhang, Mallik Mahalingam, Zhichen Xu, Wenting Tang
May 2004
Friends Troubleshooting Network: Towards Privacy-Preserving, Automatic Troubleshooting
Helen Wang, Yih-Chun Hu, Chun Yuan, Zheng Zhang, Yi-Min Wang
February 2004
Building Topology-Aware Overlays using Global Soft-State
Zhichen Xu, Chunqiang Tang, Zheng Zhang
May 2003
Evaluation of Edge Caching/Offloading for Dynamic Content Delivery
Chun Yuan, Yu Chen, Zheng Zhang
The Twelfth International World Wide Web Conference | May 2003
ACM 1-58113-680-3/03/0005
Self-Balanced P2P Expressway: When Marxism Meets Confucian
Zheng Zhang, Shu-Ming Shi, Jing Zhu, Shuming Shi
MSR-TR-2002-72 | July 2002
Reperasure: Replication Protocol using Erasure-code
Zheng Zhang, Qiao Lian
MSR-TR-2002-59 | June 2002
-
MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
2024 The Web Conference | May 2024
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Timing-Based Browsing Privacy Vulnerabilities Via Site Isolation
Zihao Jin, Ziqiao Kong, Shuo Chen, Haixin Duan
IEEE Symposium on Security and Privacy (Oakland) | May 2022
PipeZK: Accelerating Zero-Knowledge Proof with a Pipelined Architecture
Ye Zhang, Shuo Wang, Xian Zhang, Jiangbin Dong, Xingzhong Mao, Fan Long, Cong Wang, Dong Zhou, Mingyu Gao, Guangyu Sun
48th IEEE/ACM International Symposium on Computer Architecture (ISCA) | June 2021
Characterizing Ethereum’s Mining Power Decentralization at a Deeper Level
Liyi Zeng, Yang Chen, Shuo Chen, Xian Zhang, Zhongxin Guo, Wei Xu, Thomas Moscibroda
IEEE Conference on Computer Communications (INFOCOM) | May 2021
Byzantine Ordered Consensus without Byzantine Oligarchy
Yunhao Zhang, Srinath Setty, Qi Chen, Lidong Zhou, Lorenzo Alvisi
Operating Systems Design and Implementation (OSDI) | October 2020
Jay Lepreau Best Paper Award
-
AsyMo: Scalable and Efficient Deep-Learning Inference on Asymmetric Mobile CPUs
Manni Wang, Shaohua Ding, Ting Cao, Yunxin Liu, Fengyuan Xu
The 27th Annual International Conference On Mobile Computing And Networking (MobiCom’21) | October 2021
nn-Meter: Towards Accurate Latency Prediction of Deep-Learning Model Inference on Diverse Edge Devices
Li Lyna Zhang, Shihao Han, Jianyu Wei, Ningxin Zheng, Ting Cao, Yuqing Yang, Yunxin Liu
The 19th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys’21) | June 2021
Best Paper Award
To Bridge Neural Network Design and Real-World Performance: A Behaviour Study for Neural Networks
Xiaohu Tang, Shihao Han, Li Lyna Zhang, Ting Cao, Yunxin Liu
MLSys | April 2021
Profiling and optimizing deep learning inference on mobile GPUs
Shiqi Jiang, Lihao Ran, Ting Cao, Yusen Xu, Yunxin Liu
Proceedings of the 11th ACM SIGOPS Asia-Pacific Workshop on Systems (APSys ’20) | August 2020
Caffeine: Towards uniformed representation and acceleration for deep convolutional neural networks
Chen Zhang, Guangyu Sun, Zhenman Fang, Peipei Zhou, Peichen Pan, Jason Cong
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | September 2016
Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling
Songtao He, Yunxin Liu, Hucheng Zhou
The 21st Annual International Conference on Mobile Computing and Networking (MobiCom 2015) | September 2015
EarlyBird: Mobile Prefetching of Social Network Feeds via Content Preference Mining and Usage Pattern Analysis
Yichuan Wang, Xin Liu, David Chu, Yunxin Liu
MobiHoc 2015 | June 2015
Optimizing fpga-based accelerator design for deep convolutional neural networks
Chen Zhang, Peng Li, Guangyu Sun, Yijin Guan, Bingjun Xiao, Jason Cong
2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays | February 2015
An efficient design and implementation of LSM-tree based key-value store on open-channel SSD
Peng Wang, Guangyu Sun, Song Jiang, Jian Ouyang, Shiding Lin, Chen Zhang, Jason Cong
Proceedings of the Ninth European Conference on Computer Systems | April 2014
R2: An Application-Level Kernel for Record and Replay
Zhenyu Guo, Xi Wang, Jian Tang, Xuezheng Liu, Zhilei Xu, Ming Wu, M. Frans Kaashoek, Zheng Zhang
January 2008
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Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling
Songtao He, Yunxin Liu, Hucheng Zhou
The 21st Annual International Conference on Mobile Computing and Networking (MobiCom 2015) | September 2015
-
Model Checking in Distributed Systems (in Chinese)
Communications of the China Computer Federation | February 2013, Vol 9(2): pp. 46-51
MODIST: Transparent Model Checking of Unmodified Distributed Systems
Junfeng Yang, Tisheng Chen, Ming Wu, Zhilei Xu, Xuezheng Liu, Haoxiang Lin, Mao Yang, Fan Long, Lintao Zhang, Lidong Zhou
NSDI 2009 | April 2009
The 6th Symposium on Networked Systems Design and Implementation
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Optimistic Concurrency Control by Melding Trees
Phil Bernstein, Colin Reid, Ming Wu, Xinhao Yuan
PVLDB | January 2011
FD-Buffer: A Buffer Manager for Databases on Flash Disks
Sai Tung On, Yinan Li, Bingsheng He, Ming Wu, Qiong Luo, Jianliang Xu
MSR-TR-2010-121 | September 2010
Conditional Correlation Analysis for Safe Region-based Memory Management
Xi Wang, Zhilei Xu, Xuezheng Liu, Zhenyu Guo, Xiaoge Wang, Zheng Zhang
Programming Language Design and Implementation (PLDI) | January 2008
-
Decentralized, Connectivity-Preserving, and Cost-Effective Structured Overlay Maintenance
Yu Chen, Wei Chen
MSR-TR-2007-84 | July 2007
-
A Measurement Study of a Peer-to-Peer Video-on-Demand System
Xuezheng Liu, Zhengyou Zhang
February 2007
An Empirical Study of Free-Riding Behavior in the Maze P2P File-Sharing System
Mao Yang, Zhengyou Zhang
February 2005
Deployment of a Large-scale Peer-to-Peer Social Network
Mao Yang, Hua Chen, Ben Y. Zhao, Yafei Dai, Zhengyou Zhang
USENIX | December 2004
Publications by Type
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An Empirical Study of Issues in Large Language Model Training Systems
Yanjie Gao, Ruiming Lu, Haoxiang Lin, Yueguo Chen
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Industry Track
Reduction Fusion for Optimized Distributed Data-Parallel Computations via Inverse Recomputation
Haoxiang Lin, Yang Wang, Yanjie Gao, Hongyu Zhang, Ming Wu, Mao Yang
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Ideas, Visions and Reflections Track
dl²: Detecting Communication Deadlocks in Deep Learning Jobs
Yanjie Gao, Jiyu Luo, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang
FSE 2025 | June 2025
The ACM International Conference on the Foundations of Software Engineering, Industry Track
Proving Olympiad Inequalities by Synergizing LLMs and Symbolic Reasoning
Zenan Li, Zhaoyu Li, Wen Tang, Xian Zhang, Yuan Yao, Xujie Si, Fan Yang, Kaiyu Yang, Xiaoxing Ma
ICLR | April 2025
VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models
Yifei Liu, Jicheng Wen, Yang Wang, Shengyu Ye, Li Lyna Zhang, Ting Cao, Cheng Li, Mao Yang
November 2024
Uncovering Nested Data Parallelism and Data Reuse in DNN Computation with FractalTensor
Siran Liu, Chengxiang Qi, Ying Cao, Chao Yang, Weifang Hu, Xuanhua Shi, Fan Yang, Mao Yang
SOSP | November 2024
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers
Zhenting Qi, Mingyuan Ma, Jiahang Xu, Li Lyna Zhang, Fan Yang, Mao Yang
ICLR 2025 | August 2024
DEX: Scalable Range Indexing on Disaggregated Memory
Baotong Lu, Kaisong Huang, Chieh-Jan Mike Liang, Tianzheng Wang, Eric Lo
VLDB (International Conference on Very Large Data Bases) | August 2024
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
nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training
Zhiqi Lin, Youshan Miao, Quanlu Zhang, Fan Yang, Yi Zhu, Cheng Li, Saeed Maleki, Xu Cao, Ning Shang, Yilei Yang, Weijiang Xu, Mao Yang, Lintao Zhang, Lidong Zhou
OSDI | July 2024
Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation
Lei Wang, Lingxiao Ma, Shijie Cao, Quanlu Zhang, Jilong Xue, Yining Shi, Ningxin Zheng, Ziming Miao, Fan Yang, Ting Cao, Yuqing Yang, Mao Yang
OSDI 2024 | July 2024
Pre-gated MoE: An Algorithm-System Co-Design for Fast and Scalable Mixture-of-Expert Inference
Ranggi Hwang, Jianyu Wei, Shijie Cao, Changho Hwang, Xiaohu Tang, Ting Cao, Mao Yang
ISCA 2024 | July 2024
Microsoft Research Focus https://jokerchen.me/en-us/research/blog/research-focus-week-of-july-15-2024/
Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations
Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Qipeng Wang, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang
the 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys’24) | June 2024
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable
Chaofan Lin, Zhenhua Han, Chengruidong Zhang, Yuqing Yang, Fan Yang, Chen Chen, Lili Qiu
OSDI 2024 | May 2024
MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
2024 The Web Conference | May 2024
OneSparse: A Unified System for Multi-index Vector Search
Yaoqi Chen, Ruicheng Zheng, Qi Chen, Shuotao Xu, Qianxi Zhang, Xue Wu, Weihao Han, Hua Yuan, Mingqin Li, Yujing Wang, Jason Li, Fan Yang, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Mao Yang
2024 The Web Conference | May 2024
An Empirical Study on Low GPU Utilization of Deep Learning Jobs
Yanjie Gao, Yichen He, Xinze Li, Bo Zhao, Haoxiang Lin, Yoyo Liang, Jing Zhong, Hongyu Zhang, Jingzhou Wang, Yonghua Zeng, Keli Gui, Jie Tong, Mao Yang
ICSE 2024 | April 2024
The 46th International Conference on Software Engineering
Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices
Zibo Wang, Pinghe Li, Chieh-Jan Mike Liang, Feng Wu, Francis Y. Yan
NSDI (USENIX Symposium on Networked Systems Design and Implementation) | April 2024
Outstanding Paper Award
ConvStencil: Transform Stencil Computation to Matrix Multiplication on Tensor Cores
Yuetao Chen, Kun Li, Yuhao Wang, Donglin Bai, Lei Wang, Lingxiao Ma, Liang Yuan, Yunquan Zhang, Ting Cao, Mao Yang
The 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming (PPoPP ’24) | March 2024
Best paper award
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Yiran Ding, Li Lyna Zhang, Chengruidong Zhang, Yuanyuan Xu, Ning Shang, Jiahang Xu, Fan Yang, Mao Yang
ICML 2024 | February 2024
Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning
Xijie Huang, Li Lyna Zhang, Kwang-Ting Cheng, Fan Yang, Mao Yang
EMNLP | February 2024
Optimizing Dynamic Neural Networks with Brainstorm
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
OSDI’23 | July 2023
VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity
Qianxi Zhang, Shuotao Xu, Qi Chen, Guoxin Sui, Jiadong Xie, Zhizhen Cai, Yaoqi Chen, Yinxuan He, Yuqing Yang, Fan Yang, Mao Yang, Lidong Zhou
OSDI’23 | July 2023
Runtime Performance Prediction for Deep Learning Models with Graph Neural Network
Yanjie Gao, Xianyu Gu, Hongyu Zhang, Haoxiang Lin, Mao Yang
ICSE 2023 | May 2023
The 45th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
An Empirical Study on Quality Issues of Deep Learning Platform
Yanjie Gao, Xiaoxiang Shi, Haoxiang Lin, Hongyu Zhang, Hao Wu, Rui Li, Mao Yang
ICSE 2023 | May 2023
The 45th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
On Modular Learning of Distributed Systems for Predicting End-to-End Latency
Chieh-Jan Mike Liang, Zilin Fang, Yuqing Xie, Fan Yang, Zhao Lucis Li, Li Lyna Zhang, Mao Yang, Lidong Zhou
NSDI (USENIX Symposium on Networked Systems Design and Implementation) | April 2023
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
The Case for Learning Machine Language
Guangda Liu, Chieh-Jan Mike Liang, Shijie Cao, Shuai Lu, Leendert van Doorn
ML for Systems at NeurIPS | December 2022
MobiDepth: Real-Time Depth Estimation Using On-Device Dual Cameras
Jinrui Zhang, Huan Yang, Ju Ren, Deyu Zhang, Bangwen He, Yuanchun Li, Ting Cao, Yaoxue Zhang, Yunxin Liu
The 28th Annual International Conference On Mobile Computing And Networking (MobiCom’22) | October 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
SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute
Ningxin Zheng, Bin Lin, Quanlu Zhang, Lingxiao Ma, Yuqing Yang, Fan Yang, Yang Wang, Mao Yang, Lidong Zhou
OSDI 2022 | July 2022
Refty: Refinement Types for Valid Deep Learning Models
Yanjie Gao, Zhengxian Li, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang
ICSE 2022 | May 2022
The 44th International Conference on Software Engineering
Timing-Based Browsing Privacy Vulnerabilities Via Site Isolation
Zihao Jin, Ziqiao Kong, Shuo Chen, Haixin Duan
IEEE Symposium on Security and Privacy (Oakland) | May 2022
AsyMo: Scalable and Efficient Deep-Learning Inference on Asymmetric Mobile CPUs
Manni Wang, Shaohua Ding, Ting Cao, Yunxin Liu, Fengyuan Xu
The 27th Annual International Conference On Mobile Computing And Networking (MobiCom’21) | October 2021
Boosting Mobile CNN Inference through Semantic Memory
Yun Li, Chen Zhang, Shihao Han, Li Lyna Zhang, Baoqun Yin, Yunxin Liu, Mengwei Xu
Proceedings of the 29th ACM International Conference on Multimedia (ACM MM) | October 2021
Forerunner: Constraint-based Speculative Transaction Execution for Ethereum
Yang Chen, Zhongxin Guo, Runhuai Li, Shuo Chen, Lidong Zhou, Yajin Zhou, Xian Zhang
SOSP 2021 | October 2021
Flexible High-resolution Object Detection on Edge Devices with Tunable Latency
Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, Yunxin Liu
The 27th Annual International Conference On Mobile Computing And Networking (MobiCom ’21)) | October 2021
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
nn-Meter: Towards Accurate Latency Prediction of Deep-Learning Model Inference on Diverse Edge Devices
Li Lyna Zhang, Shihao Han, Jianyu Wei, Ningxin Zheng, Ting Cao, Yuqing Yang, Yunxin Liu
The 19th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys’21) | June 2021
Best Paper Award
PipeZK: Accelerating Zero-Knowledge Proof with a Pipelined Architecture
Ye Zhang, Shuo Wang, Xian Zhang, Jiangbin Dong, Xingzhong Mao, Fan Long, Cong Wang, Dong Zhou, Mingyu Gao, Guangyu Sun
48th IEEE/ACM International Symposium on Computer Architecture (ISCA) | June 2021
Resource-Guided Configuration Space Reduction for Deep Learning Models
Yanjie Gao, Yonghao Zhu, Hongyu Zhang, Haoxiang Lin, Mao Yang
ICSE 2021 | May 2021
The 43rd International Conference on Software Engineering
Characterizing Ethereum’s Mining Power Decentralization at a Deeper Level
Liyi Zeng, Yang Chen, Shuo Chen, Xian Zhang, Zhongxin Guo, Wei Xu, Thomas Moscibroda
IEEE Conference on Computer Communications (INFOCOM) | May 2021
To Bridge Neural Network Design and Real-World Performance: A Behaviour Study for Neural Networks
Xiaohu Tang, Shihao Han, Li Lyna Zhang, Ting Cao, Yunxin Liu
MLSys | April 2021
Estimating GPU Memory Consumption of Deep Learning Models
Yanjie Gao, Yu Liu, Hongyu Zhang, Zhengxian Li, Yonghao Zhu, Haoxiang Lin, Mao Yang
ESEC/FSE 2020 | November 2020
The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Industry Track
Enhancing the Interoperability between Deep Learning Frameworks by Model Conversion
Yu Liu, Cheng Chen, Ru Zhang, Tingting Qin, Xiang Ji, Haoxiang Lin, Mao Yang
ESEC/FSE 2020 | November 2020
The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Industry Track
HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees
Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Yuqi Wang, Yifan Xiong, Bin Wang
2020 Operating Systems Design and Implementation | November 2020
Retiarii: A Deep Learning Exploratory-Training Framework
Quanlu Zhang, Zhenhua Han, Fan Yang, Yuge Zhang, Zhe Liu, Mao Yang, Lidong Zhou
2020 Operating Systems Design and Implementation | November 2020
Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks
Lingxiao Ma, Zhiqiang Xie, Zhi Yang, Jilong Xue, Youshan Miao, Wei Cui, Wenxiang Hu, Fan Yang, Lintao Zhang, Lidong Zhou
14th USENIX Symposium on Operating Systems Design and Implementation (OSDI’20) | November 2020
Byzantine Ordered Consensus without Byzantine Oligarchy
Yunhao Zhang, Srinath Setty, Qi Chen, Lidong Zhou, Lorenzo Alvisi
Operating Systems Design and Implementation (OSDI) | October 2020
Jay Lepreau Best Paper Award
Protean: VM Allocation Service at Scale
Ori Hadary, Luke Marshall, Ishai Menache, Abhisek Pan, David Dion, Esaias E Greeff, Star Dorminey, Shailesh Joshi, Yang Chen, Mark Russinovich, Thomas Moscibroda
OSDI | October 2020
Profiling and optimizing deep learning inference on mobile GPUs
Shiqi Jiang, Lihao Ran, Ting Cao, Yusen Xu, Yunxin Liu
Proceedings of the 11th ACM SIGOPS Asia-Pacific Workshop on Systems (APSys ’20) | August 2020
An Empirical Study on Program Failures of Deep Learning Jobs
Ru Zhang, Wencong Xiao, Hongyu Zhang, Yu Liu, Haoxiang Lin, Mao Yang
ICSE 2020 | July 2020
ACM SIGSOFT Distinguished Paper Award
The 42nd International Conference on Software Engineering
AutoSys: The Design and Operation of Learning-Augmented Systems
Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou, Lifei Zhu, Zhao Lucis Li, Zibo Wang, Qi Chen, Quanlu Zhang, Chuanjie Liu, Wenjun Dai
ATC (USENIX Annual Technical Conference) | July 2020
NeuGraph: Parallel Deep Neural Network Computation on Large Graphs
Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
2019 USENIX Annual Technical Conference | July 2019
Accelerating Rule-matching Systems with Learned Rankers
Zhao Lucis Li, Chieh-Jan Mike Liang, Wei Bai, Qiming Zheng, Yongqiang Xiong, Guangzhong Sun
ATC (USENIX Annual Technical Conference) | July 2019
Panthera: Holistic Memory Management for Big Data Processing over Hybrid Memories
Chenxi Wang, Huimin Cui, Ting Cao, John Zigman, Haris Volos, Onur Mutlu, Fang Lv, Xiaobing Feng, Guoqing Harry Xu
the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI’19) | June 2019
SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity through Low-Bit Quantization
Shijie Cao, Lingxiao Ma, Wencong Xiao, Chen Zhang, Yunxin Liu, Lintao Zhang, Lanshu Nie, Zhi Yang
Conference on Computer Vision and Pattern Recognition (CVPR) | June 2019
Fast Distributed Deep Learning over RDMA
Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lintao Zhang, Lidong Zhou
EuroSys | March 2019
Efficient and Effective Sparse LSTM on FPGA with Bank-Balanced Sparsity
Shijie Cao, Chen Zhang (zhac), Zhuliang Yao, Wencong Xiao, Lanshun Nie, Dechen Zhan, Yunxin Liu (yunliu), Ming Wu, Lintao Zhang (lintaoz)
27th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA) | February 2019
Balanced Sparsity for Efficient DNN Inference on GPU
Zhuliang Yao, Shijie Cao, Wencong Xiao, Chen Zhang, Lanshun Nie
AAAI Conference on Artificial Intelligence (AAAI) | January 2019
SDPaxos: Building Efficient Semi-Decentralized Geo-replicated State Machines
Hanyu Zhao, Quanlu Zhang, Zhi Yang, Ming Wu, Yafei Dai
ACM Symposium on Cloud Computing 2018 (SoCC) | October 2018
Metis: Robustly Optimizing Tail Latencies of Cloud Systems
Zhao Lucis Li, Chieh-Jan Mike Liang, Wenjia He, Lianjie Zhu, Wenjun Dai, Jin Jiang, Guangzhong Sun
ATC (USENIX Annual Technical Conference) | July 2018
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
Crash Consistency in Encrypted Non-volatile Main Memory Systems
Sihang Liu, Aasheesh Kolli, Jinglei Ren, Samira Khan
Proceedings of 2018 IEEE International Symposium on High Performance Computer Architecture (HPCA ’18) | February 2018
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
Systematically Testing Background Services of Mobile Apps
Li Lyna Zhang, Chieh-Jan Mike Liang, Yunxin Liu, Enhong Chen
ASE (International Conference on Automated Software Engineering) | October 2017
RAVEN: Optimizing Power Consumption of Mobile Games Using Perception-Aware Rendering Rate Scaling
Yunxin Liu
accepted to appear in the 23rd Annual International Conference on Mobile Computing and Networking (MobiCom 2017) | October 2017
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
Programming for Non-Volatile Main Memory Is Hard
Jinglei Ren, Qingda Hu, Samira Khan, Thomas Moscibroda
Proceedings of the 8th Asia-Pacific Workshop on Systems (APSys ’17) | September 2017
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
Log-Structured Non-Volatile Main Memory
Qingda Hu, Jinglei Ren, Anirudh Badam, Thomas Moscibroda
Proceedings of 2017 USENIX Annual Technical Conference (USENIX ATC ’17) | July 2017
AppHolmes: Detecting and Characterizing App Collusion among Third-Party Android Markets
Mengwei Xu, Yun Ma, Xuanzhe Liu, Felix Xiaozhu Lin, Yunxin Liu
WWW 2017 | April 2017
TuX2: Distributed Graph Computation for Machine Learning
Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lidong Zhou
14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17) | March 2017
ISBN: 978-1-931971-37-9
ARTcode: Preserve Art and Code in Any Image
Zhe Yang, Yuting Bao, Chuhao Luo, Xinya Zhao, Siyu Zhu, Chunyi Peng, Yunxin Liu, Xinbing Wang
The 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016) | September 2016
Caffeine: Towards uniformed representation and acceleration for deep convolutional neural networks
Chen Zhang, Guangyu Sun, Zhenman Fang, Peipei Zhou, Peichen Pan, Jason Cong
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | September 2016
Energy-Efficient CNN Implementation on a Deeply Pipelined FPGA Cluster
Chen Zhang, Di Wu, Jiayu Sun, Guangyu Sun, Guojie Luo, Jason Cong
Proceedings of the 2016 International Symposium on Low Power Electronics and Design | August 2016
AMIL: Localizing Neighboring Mobile Devices Through a Simple Gesture
Hao Han, Shanhe Yi, Qun Li, Guobin Shen, Yunxin Liu, Ed Novak
INFOCOM 2016 | April 2016
Rethinking Energy-Performance Trade-Off in Mobile Web Page Loading
Duc Hoang Bui, Yunxin Liu, Hyosu Kim, Insik Shin, Feng Zhao
The 21st Annual International Conference on Mobile Computing and Networking (MobiCom 2015) | September 2015
Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling
Songtao He, Yunxin Liu, Hucheng Zhou
The 21st Annual International Conference on Mobile Computing and Networking (MobiCom 2015) | September 2015
GraM: Scaling Graph Computation to the Trillions
Ming Wu, Fan Yang, Jilong Xue, Wencong Xiao, Youshan Miao, Lan Wei, Haoxiang Lin, Yafei Dai, Lidong Zhou
SoCC 2015 | August 2015
The 6th ACM Symposium on Cloud Computing
EarlyBird: Mobile Prefetching of Social Network Feeds via Content Preference Mining and Usage Pattern Analysis
Yichuan Wang, Xin Liu, David Chu, Yunxin Liu
MobiHoc 2015 | June 2015
An Empirical Study on Quality Issues of Production Big Data Platform
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
ICSE 2015 | May 2015
The 37th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
Measurement and Analysis of Mobile Web Cache Performance
Yun Ma, Xuanzhe Liu, Shuhui Zhang, Ruirui Xiang, Yunxin Liu, Tao Xie
2015 International World Wide Web Conference Committee (IW3C2) | May 2015
Optimizing fpga-based accelerator design for deep convolutional neural networks
Chen Zhang, Peng Li, Guangyu Sun, Yijin Guan, Bingjun Xiao, Jason Cong
2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays | February 2015
Automating Distributed Partial Aggregation
Chang Liu, Jiaxing Zhang, Hucheng Zhou, Sean McDirmid, Zhenyu Guo, Thomas Moscibroda
SOCC 2014: 5th ACM Symposium on Cloud Computing, Seattle, Washington | November 2014
Apollo: Scalable and Coordinated Scheduling for Cloud-Scale Computing
Eric Boutin, Jaliya Ekanayake, Wei Lin, Bing Shi, Jingren Zhou, Zhengping Qian, Ming Wu, Lidong Zhou
OSDI ’14 | October 2014
The 11th USENIX Symposium on Operating Systems Design and Implementation
INDAPSON: An Incentive Data Plan Sharing System Based on Self-Organizing Network
Tuo Yu, Zilong Zhou, Da Zhang, Xinbing Wang, Yunxin Liu, Songwu Lu
INFOCOM 2014 | April 2014
An efficient design and implementation of LSM-tree based key-value store on open-channel SSD
Peng Wang, Guangyu Sun, Song Jiang, Jian Ouyang, Shiding Lin, Chen Zhang, Jason Cong
Proceedings of the Ninth European Conference on Computer Systems | April 2014
Chronos: A Graph Engine for Temporal Graph Analysis
Wentao Han, Youshan Miao, Kaiwei Li, Ming Wu, Vijayan Prabhakaran, Wenguang Chen, Enhong Chen, Fan Yang, Lidong Zhou
EuroSys | April 2014
Rex: Replication at the Speed of Multi-core
Zhenyu Guo, Chuntao Hong, Mao Yang, Dong Zhou, Lidong Zhou, Li Zhuang
EuroSys ’14: Proceedings of the Ninth European Conference on Computer Systems | January 2014
Tango: Distributed Data Structures over a Shared Log
Mahesh Balakrishnan, Dahlia Malkhi, Ted Wobber, Ming Wu, Vijayan Prabhakaran, Michael Wei, John D. Davis, Sriram Rao, Tao Zou, Aviad Zuck
SOSP | November 2013
Memory partitioning for multidimensional arrays in high-level synthesis
Yuxin Wang, Peng Li, Peng Zhang, Chen Zhang, Jason Cong
Proceedings of the 50th Annual Design Automation Conference | June 2013
A Characteristic Study on Failures of Production Distributed Data-Parallel Programs
Sihan Li, Hucheng Zhou, Haoxiang Lin, Tian Xiao, Haibo Lin, Wei Lin, Tao Xie
ICSE 2013 | May 2013
IEEE Software Best Software Engineering in Practice Paper Award
The 35th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
Failure Recovery: When the Cure Is Worse Than the Disease
Zhenyu Guo, Sean McDirmid, Mao Yang, Li Zhuang, Pu Zhang, Yingwei Luo, Tom Bergan, Peter Bodík, Madan Musuvathi, Zheng Zhang, Lidong Zhou
HotOS | May 2013
HotOS
TimeStream: Reliable Stream Computation in the Cloud
Lidong Zhou, Yuan Yu, Zheng Zhang, Zhengping Qian
EuroSys 2013 | April 2013
Updated version
Managing Large Graphs on Multi-Cores with Graph Awareness
Vijayan Prabhakaran, Ming Wu, Xuetian Weng, Frank McSherry, Lidong Zhou, Maya Haridasan
USENIX Annual Technical Conference (USENIX ATC’12) | June 2012
Optimizing Data Shuffling in Data-Parallel Computation by Understanding User-Defined Functions
Jiaxing Zhang, Hucheng Zhou, Rishan Chen, Xuepeng Fan, Zhenyu Guo, Haoxiang Lin, Jack Y.Li, Wei Lin, Jingren Zhou, Lidong Zhou
NSDI 2012 | April 2012
The 9th USENIX Symposium on Networked Systems Design and Implementation
MadLINQ: Large-Scale Distributed Matrix Computation for the Cloud
Zhengping Qian, Xiuwei Chen, Nanxi Kang, Mingcheng Chen, Yuan Yu, Thomas Moscibroda, Zheng Zhang
EuroSys 2012: 7th ACM European Conference on Computer Systems, Berne, Switzerland | April 2012
EuroSys Best Paper Award
Kineograph: taking the pulse of a fast-changing and connected world
Raymond Cheng, Ji Hong, Aapo Kyrola, Youshan Miao, Xuetian Weng, Ming Wu, Fan Yang, Lidong Zhou, Feng Zhao, Enhong Chen
ACM Eurosys | April 2012
Practical software model checking via dynamic interface reduction
Huayang Guo, Ming Wu, Lidong Zhou, Gang Hu, Junfeng Yang, Lintao Zhang
October 2011
G2: A Graph Processing System for Diagnosing Distributed Systems
Zhenyu Guo, Dong Zhou, Haoxiang Lin, Mao Yang, Fan Long, Chaoqiang Deng, Changshu Liu, Lidong Zhou
USENIX ATC 2011 | June 2011
The 2011 USENIX Annual Technical Conference
Optimistic Concurrency Control by Melding Trees
Phil Bernstein, Colin Reid, Ming Wu, Xinhao Yuan
PVLDB | January 2011
Language-Based Replay via Data Flow Cut
Ming Wu, Fan Long, Xi Wang, Zhilei Xu, Haoxiang Lin, Xuezheng Liu, Zhenyu Guo, Lidong Zhou, Zheng Zhang, Huayang Guo
FSE-18 | November 2010
The 18th ACM SIGSOFT International Symposium on Foundations of Software Engineering
Distributed Systems Meet Economics: Pricing in the Cloud
Hongyi Wang, Qingfeng Jing, Bingsheng He, Zhengping Qian, Lidong Zhou
HotCloud ’10 | June 2010
HotCloud '10
MODIST: Transparent Model Checking of Unmodified Distributed Systems
Junfeng Yang, Tisheng Chen, Ming Wu, Zhilei Xu, Xuezheng Liu, Haoxiang Lin, Mao Yang, Fan Long, Lintao Zhang, Lidong Zhou
NSDI 2009 | April 2009
The 6th Symposium on Networked Systems Design and Implementation
Corey: An Operating System for Many Cores
Silas Boyd-Wickizer, Haibo Chen, Rong Chen, Yandong Mao, Frans Kaashoek, Robert Morris, Aleksey Pesterev, Lex Stein, Ming Wu, Yuehua Dai, Yang Zhang, Zheng Zhang
OSDI ’08 | December 2008
The 8th USENIX Symposium on Operating Systems Design and Implementation
Hang Analysis: Fighting Responsiveness Bugs
Xi Wang, Zhenyu Guo, Xuezheng Liu, Zhilei Xu, Haoxiang Lin, Xiaoge Wang, Zheng Zhang
EuroSys 2008 | April 2008
Best Student Paper Award
The 3rd ACM SIGOPS/EuroSys European Conference on Computer Systems 2008
D3S: Debugging Deployed Distributed Systems
Xuezheng Liu, Zhenyu Guo, Xi Wang, Feibo Chen, Xiaochen Lian, Jian Tang, Ming Wu, M. Frans Kaashoek, Zheng Zhang
NSDI | February 2008
R2: An Application-Level Kernel for Record and Replay
Zhenyu Guo, Xi Wang, Jian Tang, Xuezheng Liu, Zhilei Xu, Ming Wu, M. Frans Kaashoek, Zheng Zhang
January 2008
Conditional Correlation Analysis for Safe Region-based Memory Management
Xi Wang, Zhilei Xu, Xuezheng Liu, Zhenyu Guo, Xiaoge Wang, Zheng Zhang
Programming Language Design and Implementation (PLDI) | January 2008
Failure Detectors and Extended Paxos for k-Set Agreement
Wei Chen, Jialin Zhang, Yu Chen, Xuezheng Liu
Proceedings of the 13th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC’2007), Melbourne, Australia, Dec. 2007. | December 2007
Proceedings of the 13th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC'2007)
A Multi-dimensional Reputation System Combined with Trust and Incentive Mechanisms in P2P File Sharing Systems
Mao Yang, Qinyuan Feng, Yafei Dai, Zheng Zhang
June 2007
Dependability, Access Diversity, Low Cost: Pick Two
Ming Chen, Lex Stein, Zheng Zhang
USENIX | June 2007
WiDS Checker: Combating Bugs in Distributed Systems
Xuezheng Liu, Wei Lin, Aimin Pan, Zheng Zhang
April 2007
Can a File System Virtualize Processors?
Lex Stein, David Holland, Margo Seltzer, Zheng Zhang
March 2007
A Measurement Study of a Peer-to-Peer Video-on-Demand System
Xuezheng Liu, Zhengyou Zhang
February 2007
Enforcing Routing Consistency in Structured Peer-to-Peer Overlays: Should We and Could We?
Wei Chen, Xuezheng Liu
February 2006
Robust Incentives via Multi-level Tit-for-tat
Qiao Lian, Peng Yu, Mao Yang, Zheng Zhang, Yafei Dai, Xiaoming Li, Roger (Peng) Yu
February 2006
Simulating Large-Scale P2P Systems with the WiDS Toolkit
Shiding Lin, Aimin Pan, Rui Guo, Zheng Zhang
September 2005
WiDS: an Integrated Toolkit for Distributed System Development
Shiding Lin, Aimin Pan, Zheng Zhang, Rui Guo, Zhenyu Guo
HotOS | June 2005
An Empirical Study of Free-Riding Behavior in the Maze P2P File-Sharing System
Mao Yang, Zhengyou Zhang
February 2005
Deployment of a Large-scale Peer-to-Peer Social Network
Mao Yang, Hua Chen, Ben Y. Zhao, Yafei Dai, Zhengyou Zhang
USENIX | December 2004
P2P Research and Reality: Some Preliminary Thoughts
Zheng Zhang
July 2004
Scalable, Structured Data Placement over P2P Storage Utilities
Zheng Zhang, Mallik Mahalingam, Zhichen Xu, Wenting Tang
May 2004
Friends Troubleshooting Network: Towards Privacy-Preserving, Automatic Troubleshooting
Helen Wang, Yih-Chun Hu, Chun Yuan, Zheng Zhang, Yi-Min Wang
February 2004
Building Topology-Aware Overlays using Global Soft-State
Zhichen Xu, Chunqiang Tang, Zheng Zhang
May 2003
Evaluation of Edge Caching/Offloading for Dynamic Content Delivery
Chun Yuan, Yu Chen, Zheng Zhang
The Twelfth International World Wide Web Conference | May 2003
ACM 1-58113-680-3/03/0005
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Anatomizing Deep Learning Inference in Web Browsers
Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Yun Ma, Ting Cao, Xuanzhe Liu
ACM Transactions on Software Engineering and Methodology | August 2024
Distributed Graph Computation Meets Machine Learning
Wencong Xiao, Jilong Xue, Youshan Miao, Zhen Li, Cheng Chen, Ming Wu, Wei Li, Lidong Zhou
IEEE Transactions on Parallel and Distributed Systems | January 2020, Vol 31(7): pp. 1588-1604
The Case for Learning-and-System Co-design
Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou
ACM SIGOPS Operating Systems Review | July 2019, Vol 53(1): pp. 68-74
Characterizing Privacy Risks of Mobile Apps with Sensitivity Analysis
Li Lyna Zhang, Chieh-Jan Mike Liang, Zhao Lucis Li, Yunxin Liu, Feng Zhao, Enhong Chen
TMC (IEEE Transactions on Mobile Computing) | February 2018, Vol 17: pp. 279-292
ImmortalGraph: A System for Storage and Analysis of Temporal Graphs
Youshan Miao, Wentao Han, Kaiwei Li, Ming Wu, Vijayan Prabhakaran, Enhong Chen, Wenguang Chen, Fan Yang, Lidong Zhou
ACM Transactions on Storage (TOS) | July 2015
Model Checking in Distributed Systems (in Chinese)
Communications of the China Computer Federation | February 2013, Vol 9(2): pp. 46-51
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Accurate CPU Power Modeling for Multicore Smartphones
Yifan Zhang, Yunxin Liu, Li Zhuang, Xuanzhe Liu, Feng Zhao, Qun Li
MSR-TR-2015-9 | February 2015
Arming Cloud Services with Task Aspects
Zhenyu Guo, Cheng Chen, Haoxiang Lin, Sean McDirmid, Fan Yang, Xueying Guo, Mao Yang, Lidong Zhou
MSR-TR-2014-150 | November 2014
Published by Microsoft
Common Causes and Mitigations of Service Quality Issues in Big Data Computing
Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
MSR-TR-2014-34 | March 2014
Published by Microsoft
Sonora: A Platform for Continuous Mobile-Cloud Computing
Xiuwei Chen, Ivan Beschastnikh, Li Zhuang, Fan Yang, Zhengping Qian, Lidong Zhou, Guobin Shen, Jacky Shen
MSR-TR-2012-34 | March 2012
FD-Buffer: A Buffer Manager for Databases on Flash Disks
Sai Tung On, Yinan Li, Bingsheng He, Ming Wu, Qiong Luo, Jianliang Xu
MSR-TR-2010-121 | September 2010
MPIWiz: Subgroup Reproducible Replay of MPI Applications
Ruini Xue, Xuezheng Liu, Ming Wu, Zhenyu Guo, Wenguang Chen, Weimin Zheng, Zheng Zhang, Geoffrey M. Voelker
MSR-TR-2008-127 | September 2008
PacificA: Replication in Log-Based Distributed Storage Systems
Wei Lin, Mao Yang, Lintao Zhang, Lidong Zhou
MSR-TR-2008-25 | February 2008
Decentralized, Connectivity-Preserving, and Cost-Effective Structured Overlay Maintenance
Yu Chen, Wei Chen
MSR-TR-2007-84 | July 2007
An Empirical Study of Collusion Behavior in the Maze P2P File-Sharing System
Qiao Lian, Zheng Zhang, Mao Yang, Ben Y. Zhao, Yafei Dai, Xiaoming Li
MSR-TR-2006-14 | June 2007
Machine Bank: Own Your Virtual Personal Computer
Shuo Tang, Yu Chen, Zheng Zhang
MSR-TR-2005-89 | March 2007
On the impact of replica placement to the reliability of distributed brick storage systems
Qiao Lian, Wei Chen, Zheng Zhang
MSR-TR-2005-71 | June 2005
RepStore: A Self-Managing and Self-Tuning Storage Backend with Smart Bricks
Zheng Zhang, Shiding Lin, Qiao Lian, Chao Jin
MSR-TR-2004-21 | May 2004
Self-Balanced P2P Expressway: When Marxism Meets Confucian
Zheng Zhang, Shu-Ming Shi, Jing Zhu, Shuming Shi
MSR-TR-2002-72 | July 2002
Reperasure: Replication Protocol using Erasure-code
Zheng Zhang, Qiao Lian
MSR-TR-2002-59 | June 2002