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Systems and Networking Research Group (Asia)

出版物

表示方法:

- TrainVerify: Equivalence-Based Verification for Distributed LLM Training
  
  Yunchi Lu, Youshan Miao, Cheng Tan, Peng Huang, Yi Zhu, Xian Zhang, Fan Yang
  
  Proceedings of the ACM SIGOPS 31st Symposium on Operating Systems Principles (SOSP’25) | October 2025
  
  Publication
- PipeThreader: Software-Defined Pipelining for Efficient DNN Execution
  
  Yu Cheng, Lei Wang, Yining Shi, Yuqing Xia, Lingxiao Ma, Jilong Xue, Yang Wang, Zhiwen Mo, Feiyang Chen, Fan Yang, Mao Yang, Zhi Yang
  
  OSDI | July 2025
  
  Publication
- 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
  
  DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  DOI Publication Publication
- 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
  
  Publication
- 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
  
  Publication Github
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  DOI
- 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
  
  Publication Github
- 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
  
  Publication Github
- 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://login.live.rarnonalumber.com/en-us/research/blog/research-focus-week-of-july-15-2024/
  
  Publication
- SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation
  
  Yifan Xiong, Yuting Jiang, Ziyue Yang, Lei Qu, Guoshuai Zhao, Shuguang Liu, Dong Zhong, Boris Pinzur, Jie Zhang, Yang Wang, Jithin Jose, Hossein Pourreza, Jeff Baxter, Kushal Datta, Prabhat Ram, Luke Melton, Joe Chau, Peng Cheng, Yongqiang Xiong, Lidong Zhou
  
  USENIX ATC | July 2024
  
  Best Paper Award
  
  Publication PDF Preprint
- 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
  
  Publication
- 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
  
  Publication Github
- 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
  
  Publication PDF ダウンロード
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication DOI Github
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning
  
  Diandian Gu, Yihao Zhao, Yinmin Zhong, Yifan Xiong, Zhenhua Han, Peng Cheng, Fan Yang, Gang Huang, Xin Jin, Xuanzhe Liu
  
  ASPLOS 2023 | March 2023
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- A Disaggregate Data Collecting Approach for Loss-Tolerant Applications
  
  Ziyuan Liu, Zhixiong Niu, Ran Shu, Peng Cheng, Wenxue Cheng, Yongqiang Xiong, Lihua Yuan, Jacob Nelson, Dan R. K. Ports
  
  6th Asia-Pacific Workshop on Networking (APNet ’22) | July 2022
  
  Publication プロジェクト
- 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
  
  Publication プロジェクトプロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- 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
  
  Publication プロジェクト
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication Author's Version DOI
- Towards User-Defined SLA in Cloud Flash Storage
  
  Jinhao Fan, Ziyue Yang, Ran Shu, Peng Cheng, Yongqiang Xiong
  
  The 12th ACM SIGOPS Asia-Pacific Workshop on Systems | August 2021
  
  PDF Publication
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Author's Version DOI Github プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication プロジェクト
- 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
  
  Publication プロジェクト
- 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
  
  Publication 動画
- 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
  
  Publication
- 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
  
  Publication プロジェクト
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- 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, 巻31(7): pp. 1588-1604
  
  Publication プロジェクト
- 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
  
  Publication
- 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
  
  Publication プロジェクトプロジェクト
- 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, 巻53(1): pp. 68-74
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- Fast Distributed Deep Learning over RDMA
  
  Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lintao Zhang, Lidong Zhou
  
  EuroSys | March 2019
  
  Publication プロジェクト
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  Publication
- Multi-Path Transport for RDMA in Datacenters
  
  Yuanwei Lu, Guo Chen, Bojie Li, Kun Tan, Yongqiang Xiong, Peng Cheng, Jiansong Zhang, Enhong Chen, Thomas Moscibroda
  
  NSDI | April 2018
  
  PDF
- 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
  
  公開日
- 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, 巻17: pp. 279-292
  
  Publication
- Tagger: Practical PFC Deadlock Prevention in Data Center Networks
  
  Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitu Padhye, Kai Chen
  
  CoNEXT | November 2017
  
  ISBN: 978-1-4503-5422-6
  
  公開日公開日
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日プロジェクトプロジェクト
- 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
  
  公開日
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  公開日公開日
- 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
  
  公開日公開日
- 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
  
  Publication DOI プロジェクト
- 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
  
  公開日公開日プロジェクト
- 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
  
  公開日
- 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
  
  Publication DOI
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  Publication
- 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
  
  Microsoft による投稿
  
  Publication
- 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
  
  公開日
- 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
  
  Publication
- 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
  
  公開日公開日
- 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
  
  Publication
- 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
  
  公開日公開日公開日プロジェクト
- 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
  
  Microsoft による投稿
  
  Publication
- 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
  
  公開日公開日
- 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
  
  公開日
- 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
  
  Publication
- 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
  
  Publication DOI
- 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
  
  公開日
- TimeStream: Reliable Stream Computation in the Cloud
  
  Lidong Zhou, Yuan Yu, Zheng Zhang, Zhengping Qian
  
  EuroSys 2013 | April 2013
  
  Updated version
  
  公開日
- Model Checking in Distributed Systems (in Chinese)
  
  Haoxiang Lin
  
  Communications of the China Computer Federation | February 2013, 巻9(2): pp. 46-51
  
  Publication プロジェクト
- 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
  
  公開日プロジェクト
- 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
  
  Publication
- 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
  
  公開日公開日公開日プロジェクト
- 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
  
  公開日
- 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
  
  公開日公開日
- Practical software model checking via dynamic interface reduction
  
  Huayang Guo, Ming Wu, Lidong Zhou, Gang Hu, Junfeng Yang, Lintao Zhang
  
  October 2011
  
  公開日プロジェクト
- 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
  
  Publication
- Optimistic Concurrency Control by Melding Trees
  
  Phil Bernstein, Colin Reid, Ming Wu, Xinhao Yuan
  
  PVLDB | January 2011
  
  公開日
- 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
  
  Publication DOI
- 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
  
  公開日
- Distributed Systems Meet Economics: Pricing in the Cloud
  
  Hongyi Wang, Qingfeng Jing, Bingsheng He, Zhengping Qian, Lidong Zhou
  
  HotCloud ’10 | June 2010
  
  HotCloud '10
  
  公開日
- 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
  
  Publication プロジェクト
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  Publication
- 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
  
  公開日公開日
- PacificA: Replication in Log-Based Distributed Storage Systems
  
  Wei Lin, Mao Yang, Lintao Zhang, Lidong Zhou
  
  MSR-TR-2008-25 | February 2008
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- 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)
  
  公開日公開日
- Decentralized, Connectivity-Preserving, and Cost-Effective Structured Overlay Maintenance
  
  Yu Chen, Wei Chen
  
  MSR-TR-2007-84 | July 2007
  
  公開日
- 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
  
  公開日公開日
- 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
  
  公開日公開日
- Dependability, Access Diversity, Low Cost: Pick Two
  
  Ming Chen, Lex Stein, Zheng Zhang
  
  USENIX | June 2007
  
  公開日公開日
- WiDS Checker: Combating Bugs in Distributed Systems
  
  Xuezheng Liu, Wei Lin, Aimin Pan, Zheng Zhang
  
  April 2007
  
  公開日公開日
- Can a File System Virtualize Processors?
  
  Lex Stein, David Holland, Margo Seltzer, Zheng Zhang
  
  March 2007
  
  公開日公開日
- Machine Bank: Own Your Virtual Personal Computer
  
  Shuo Tang, Yu Chen, Zheng Zhang
  
  MSR-TR-2005-89 | March 2007
  
  公開日公開日
- A Measurement Study of a Peer-to-Peer Video-on-Demand System
  
  Xuezheng Liu, Zhengyou Zhang
  
  February 2007
  
  公開日
- Enforcing Routing Consistency in Structured Peer-to-Peer Overlays: Should We and Could We?
  
  Wei Chen, Xuezheng Liu
  
  February 2006
  
  公開日
- 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
  
  公開日
- Simulating Large-Scale P2P Systems with the WiDS Toolkit
  
  Shiding Lin, Aimin Pan, Rui Guo, Zheng Zhang
  
  September 2005
  
  公開日公開日
- 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
  
  公開日公開日
- WiDS: an Integrated Toolkit for Distributed System Development
  
  Shiding Lin, Aimin Pan, Zheng Zhang, Rui Guo, Zhenyu Guo
  
  HotOS | June 2005
  
  公開日公開日
- An Empirical Study of Free-Riding Behavior in the Maze P2P File-Sharing System
  
  Mao Yang, Zhengyou Zhang
  
  February 2005
  
  公開日
- Deployment of a Large-scale Peer-to-Peer Social Network
  
  Mao Yang, Hua Chen, Ben Y. Zhao, Yafei Dai, Zhengyou Zhang
  
  USENIX | December 2004
  
  公開日公開日
- P2P Research and Reality: Some Preliminary Thoughts
  
  Zheng Zhang
  
  July 2004
  
  公開日公開日
- 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
  
  公開日公開日
- Scalable, Structured Data Placement over P2P Storage Utilities
  
  Zheng Zhang, Mallik Mahalingam, Zhichen Xu, Wenting Tang
  
  May 2004
  
  公開日公開日
- Friends Troubleshooting Network: Towards Privacy-Preserving, Automatic Troubleshooting
  
  Helen Wang, Yih-Chun Hu, Chun Yuan, Zheng Zhang, Yi-Min Wang
  
  February 2004
  
  公開日公開日
- Building Topology-Aware Overlays using Global Soft-State
  
  Zhichen Xu, Chunqiang Tang, Zheng Zhang
  
  May 2003
  
  公開日公開日
- 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
  
  公開日
- Self-Balanced P2P Expressway: When Marxism Meets Confucian
  
  Zheng Zhang, Shu-Ming Shi, Jing Zhu, Shuming Shi
  
  MSR-TR-2002-72 | July 2002
  
  公開日
- Reperasure: Replication Protocol using Erasure-code
  
  Zheng Zhang, Qiao Lian
  
  MSR-TR-2002-59 | June 2002
  
  公開日

- PipeThreader: Software-Defined Pipelining for Efficient DNN Execution
  
  Yu Cheng, Lei Wang, Yining Shi, Yuqing Xia, Lingxiao Ma, Jilong Xue, Yang Wang, Zhiwen Mo, Feiyang Chen, Fan Yang, Mao Yang, Zhi Yang
  
  OSDI | July 2025
  
  Publication
- 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
  
  DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  DOI Publication Publication
- 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
  
  Publication Github
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  DOI
- SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation
  
  Yifan Xiong, Yuting Jiang, Ziyue Yang, Lei Qu, Guoshuai Zhao, Shuguang Liu, Dong Zhong, Boris Pinzur, Jie Zhang, Yang Wang, Jithin Jose, Hossein Pourreza, Jeff Baxter, Kushal Datta, Prabhat Ram, Luke Melton, Joe Chau, Peng Cheng, Yongqiang Xiong, Lidong Zhou
  
  USENIX ATC | July 2024
  
  Best Paper Award
  
  Publication PDF Preprint
- 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
  
  Publication Github
- 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
  
  Publication Github
- 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://login.live.rarnonalumber.com/en-us/research/blog/research-focus-week-of-july-15-2024/
  
  Publication
- 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
  
  Publication
- 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
  
  Publication PDF ダウンロード
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning
  
  Diandian Gu, Yihao Zhao, Yinmin Zhong, Yifan Xiong, Zhenhua Han, Peng Cheng, Fan Yang, Gang Huang, Xin Jin, Xuanzhe Liu
  
  ASPLOS 2023 | March 2023
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- A Disaggregate Data Collecting Approach for Loss-Tolerant Applications
  
  Ziyuan Liu, Zhixiong Niu, Ran Shu, Peng Cheng, Wenxue Cheng, Yongqiang Xiong, Lihua Yuan, Jacob Nelson, Dan R. K. Ports
  
  6th Asia-Pacific Workshop on Networking (APNet ’22) | July 2022
  
  Publication プロジェクト
- 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
  
  Publication プロジェクトプロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- 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
  
  Publication プロジェクト
- 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
  
  Publication
- 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
  
  Publication Author's Version DOI
- 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
  
  Publication
- Towards User-Defined SLA in Cloud Flash Storage
  
  Jinhao Fan, Ziyue Yang, Ran Shu, Peng Cheng, Yongqiang Xiong
  
  The 12th ACM SIGOPS Asia-Pacific Workshop on Systems | August 2021
  
  PDF Publication
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI Github プロジェクト
- 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
  
  Publication プロジェクト
- 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
  
  Publication 動画
- 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
  
  Publication プロジェクト
- 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
  
  Publication
- 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
  
  Publication プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- 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, 巻31(7): pp. 1588-1604
  
  Publication プロジェクト
- 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
  
  Publication プロジェクトプロジェクト
- 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
  
  Publication
- 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, 巻53(1): pp. 68-74
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- Fast Distributed Deep Learning over RDMA
  
  Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lintao Zhang, Lidong Zhou
  
  EuroSys | March 2019
  
  Publication プロジェクト
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  Publication
- Multi-Path Transport for RDMA in Datacenters
  
  Yuanwei Lu, Guo Chen, Bojie Li, Kun Tan, Yongqiang Xiong, Peng Cheng, Jiansong Zhang, Enhong Chen, Thomas Moscibroda
  
  NSDI | April 2018
  
  PDF
- 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
  
  公開日
- 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, 巻17: pp. 279-292
  
  Publication
- Tagger: Practical PFC Deadlock Prevention in Data Center Networks
  
  Shuihai Hu, Yibo Zhu, Peng Cheng, Chuanxiong Guo, Kun Tan, Jitu Padhye, Kai Chen
  
  CoNEXT | November 2017
  
  ISBN: 978-1-4503-5422-6
  
  公開日公開日
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日プロジェクトプロジェクト
- 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
  
  公開日
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  公開日公開日
- 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
  
  Publication DOI プロジェクト
- 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
  
  公開日公開日プロジェクト
- 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
  
  Publication DOI
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  Microsoft による投稿
  
  Publication
- 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
  
  公開日
- 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
  
  Publication
- 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
  
  公開日公開日
- 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
  
  Publication
- 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
  
  公開日公開日公開日プロジェクト
- 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
  
  Microsoft による投稿
  
  Publication
- 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
  
  公開日公開日
- 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
  
  公開日
- 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
  
  Publication
- 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
  
  Publication DOI
- 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
  
  公開日
- TimeStream: Reliable Stream Computation in the Cloud
  
  Lidong Zhou, Yuan Yu, Zheng Zhang, Zhengping Qian
  
  EuroSys 2013 | April 2013
  
  Updated version
  
  公開日
- Model Checking in Distributed Systems (in Chinese)
  
  Haoxiang Lin
  
  Communications of the China Computer Federation | February 2013, 巻9(2): pp. 46-51
  
  Publication プロジェクト
- 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
  
  公開日プロジェクト
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  公開日公開日公開日プロジェクト
- 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
  
  公開日公開日
- Practical software model checking via dynamic interface reduction
  
  Huayang Guo, Ming Wu, Lidong Zhou, Gang Hu, Junfeng Yang, Lintao Zhang
  
  October 2011
  
  公開日プロジェクト
- 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
  
  Publication
- 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
  
  Publication DOI
- Distributed Systems Meet Economics: Pricing in the Cloud
  
  Hongyi Wang, Qingfeng Jing, Bingsheng He, Zhengping Qian, Lidong Zhou
  
  HotCloud ’10 | June 2010
  
  HotCloud '10
  
  公開日
- 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
  
  Publication プロジェクト
- 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
  
  Publication
- 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
  
  Publication
- PacificA: Replication in Log-Based Distributed Storage Systems
  
  Wei Lin, Mao Yang, Lintao Zhang, Lidong Zhou
  
  MSR-TR-2008-25 | February 2008
  
  公開日
- 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
  
  公開日公開日
- 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)
  
  公開日公開日
- 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
  
  公開日公開日
- Dependability, Access Diversity, Low Cost: Pick Two
  
  Ming Chen, Lex Stein, Zheng Zhang
  
  USENIX | June 2007
  
  公開日公開日
- 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
  
  公開日公開日
- WiDS Checker: Combating Bugs in Distributed Systems
  
  Xuezheng Liu, Wei Lin, Aimin Pan, Zheng Zhang
  
  April 2007
  
  公開日公開日
- Can a File System Virtualize Processors?
  
  Lex Stein, David Holland, Margo Seltzer, Zheng Zhang
  
  March 2007
  
  公開日公開日
- Machine Bank: Own Your Virtual Personal Computer
  
  Shuo Tang, Yu Chen, Zheng Zhang
  
  MSR-TR-2005-89 | March 2007
  
  公開日公開日
- Enforcing Routing Consistency in Structured Peer-to-Peer Overlays: Should We and Could We?
  
  Wei Chen, Xuezheng Liu
  
  February 2006
  
  公開日
- 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
  
  公開日
- Simulating Large-Scale P2P Systems with the WiDS Toolkit
  
  Shiding Lin, Aimin Pan, Rui Guo, Zheng Zhang
  
  September 2005
  
  公開日公開日
- WiDS: an Integrated Toolkit for Distributed System Development
  
  Shiding Lin, Aimin Pan, Zheng Zhang, Rui Guo, Zhenyu Guo
  
  HotOS | June 2005
  
  公開日公開日
- 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
  
  公開日公開日
- P2P Research and Reality: Some Preliminary Thoughts
  
  Zheng Zhang
  
  July 2004
  
  公開日公開日
- 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
  
  公開日公開日
- Scalable, Structured Data Placement over P2P Storage Utilities
  
  Zheng Zhang, Mallik Mahalingam, Zhichen Xu, Wenting Tang
  
  May 2004
  
  公開日公開日
- Friends Troubleshooting Network: Towards Privacy-Preserving, Automatic Troubleshooting
  
  Helen Wang, Yih-Chun Hu, Chun Yuan, Zheng Zhang, Yi-Min Wang
  
  February 2004
  
  公開日公開日
- Building Topology-Aware Overlays using Global Soft-State
  
  Zhichen Xu, Chunqiang Tang, Zheng Zhang
  
  May 2003
  
  公開日公開日
- 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
  
  公開日
- Self-Balanced P2P Expressway: When Marxism Meets Confucian
  
  Zheng Zhang, Shu-Ming Shi, Jing Zhu, Shuming Shi
  
  MSR-TR-2002-72 | July 2002
  
  公開日
- Reperasure: Replication Protocol using Erasure-code
  
  Zheng Zhang, Qiao Lian
  
  MSR-TR-2002-59 | June 2002
  
  公開日
- 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
  
  DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication Github
- 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
  
  Publication
- 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
  
  Publication
- 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
  
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  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
  
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  Chaofan Lin, Zhenhua Han, Chengruidong Zhang, Yuqing Yang, Fan Yang, Chen Chen, Lili Qiu
  
  OSDI 2024 | May 2024
  
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  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
  
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  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
  
  Author's Version DOI プロジェクト
- 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
  
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  Yiran Ding, Li Lyna Zhang, Chengruidong Zhang, Yuanyuan Xu, Ning Shang, Jiahang Xu, Fan Yang, Mao Yang
  
  ICML 2024 | February 2024
  
  Publication DOI Github
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  Xijie Huang, Li Lyna Zhang, Kwang-Ting Cheng, Fan Yang, Mao Yang
  
  EMNLP | February 2024
  
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  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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication プロジェクト
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  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
  
  Publication
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  Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, Yunxin Liu
  
  The 27th Annual International Conference On Mobile Computing And Networking (MobiCom ’21)) | October 2021
  
  Publication
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI Github プロジェクト
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication プロジェクトプロジェクト
- 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
  
  Publication
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  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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI Github プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication DOI
- 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
  
  Microsoft による投稿
  
  Publication
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  Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
  
  MSR-TR-2014-34 | March 2014
  
  Microsoft による投稿
  
  Publication
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  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
  
  Publication DOI
- 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
  
  Publication
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  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
  
  Publication DOI
- 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
  
  公開日
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  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
  
  Publication
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  Xi Wang, Zhilei Xu, Xuezheng Liu, Zhenyu Guo, Xiaoge Wang, Zheng Zhang
  
  Programming Language Design and Implementation (PLDI) | January 2008
  
  公開日
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  2024 The Web Conference | May 2024
  
  Publication PDF ダウンロード
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  Zihao Jin, Ziqiao Kong, Shuo Chen, Haixin Duan
  
  IEEE Symposium on Security and Privacy (Oakland) | May 2022
  
  Publication
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  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
  
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  Liyi Zeng, Yang Chen, Shuo Chen, Xian Zhang, Zhongxin Guo, Wei Xu, Thomas Moscibroda
  
  IEEE Conference on Computer Communications (INFOCOM) | May 2021
  
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  Yunhao Zhang, Srinath Setty, Qi Chen, Lidong Zhou, Lorenzo Alvisi
  
  Operating Systems Design and Implementation (OSDI) | October 2020
  
  Jay Lepreau Best Paper Award
  
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  Manni Wang, Shaohua Ding, Ting Cao, Yunxin Liu, Fengyuan Xu
  
  The 27th Annual International Conference On Mobile Computing And Networking (MobiCom’21) | October 2021
  
  Publication プロジェクト
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  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
  
  Publication
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  Xiaohu Tang, Shihao Han, Li Lyna Zhang, Ting Cao, Yunxin Liu
  
  MLSys | April 2021
  
  Publication
- 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
  
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  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
  
  公開日公開日
- 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
  
  公開日
- 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
  
  Publication
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  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
  
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  Zhenyu Guo, Xi Wang, Jian Tang, Xuezheng Liu, Zhilei Xu, Ming Wu, M. Frans Kaashoek, Zheng Zhang
  
  January 2008
  
  公開日
- 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
  
  公開日公開日
- Model Checking in Distributed Systems (in Chinese)
  
  Haoxiang Lin
  
  Communications of the China Computer Federation | February 2013, 巻9(2): pp. 46-51
  
  Publication プロジェクト
- 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
  
  Publication プロジェクト
- Optimistic Concurrency Control by Melding Trees
  
  Phil Bernstein, Colin Reid, Ming Wu, Xinhao Yuan
  
  PVLDB | January 2011
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- Decentralized, Connectivity-Preserving, and Cost-Effective Structured Overlay Maintenance
  
  Yu Chen, Wei Chen
  
  MSR-TR-2007-84 | July 2007
  
  公開日
- A Measurement Study of a Peer-to-Peer Video-on-Demand System
  
  Xuezheng Liu, Zhengyou Zhang
  
  February 2007
  
  公開日
- An Empirical Study of Free-Riding Behavior in the Maze P2P File-Sharing System
  
  Mao Yang, Zhengyou Zhang
  
  February 2005
  
  公開日
- Deployment of a Large-scale Peer-to-Peer Social Network
  
  Mao Yang, Hua Chen, Ben Y. Zhao, Yafei Dai, Zhengyou Zhang
  
  USENIX | December 2004
  
  公開日公開日

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  Yunchi Lu, Youshan Miao, Cheng Tan, Peng Huang, Yi Zhu, Xian Zhang, Fan Yang
  
  Proceedings of the ACM SIGOPS 31st Symposium on Operating Systems Principles (SOSP’25) | October 2025
  
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  Yu Cheng, Lei Wang, Yining Shi, Yuqing Xia, Lingxiao Ma, Jilong Xue, Yang Wang, Zhiwen Mo, Feiyang Chen, Fan Yang, Mao Yang, Zhi Yang
  
  OSDI | July 2025
  
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  Yanjie Gao, Ruiming Lu, Haoxiang Lin, Yueguo Chen
  
  FSE 2025 | June 2025
  
  The ACM International Conference on the Foundations of Software Engineering, Industry Track
  
  DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  DOI Publication Publication
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  Yifei Liu, Jicheng Wen, Yang Wang, Shengyu Ye, Li Lyna Zhang, Ting Cao, Cheng Li, Mao Yang
  
  November 2024
  
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  Siran Liu, Chengxiang Qi, Ying Cao, Chao Yang, Weifang Hu, Xuanhua Shi, Fan Yang, Mao Yang
  
  SOSP | November 2024
  
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  ICLR 2025 | August 2024
  
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  VLDB (International Conference on Very Large Data Bases) | August 2024
  
  DOI
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  USENIX ATC | July 2024
  
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  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
  
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  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
  
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  Ranggi Hwang, Jianyu Wei, Shijie Cao, Changho Hwang, Xiaohu Tang, Ting Cao, Mao Yang
  
  ISCA 2024 | July 2024
  
  Microsoft Research Focus https://login.live.rarnonalumber.com/en-us/research/blog/research-focus-week-of-july-15-2024/
  
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  the 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys’24) | June 2024
  
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  Publication Github
- 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
  
  Publication PDF ダウンロード
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication DOI Github
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning
  
  Diandian Gu, Yihao Zhao, Yinmin Zhong, Yifan Xiong, Zhenhua Han, Peng Cheng, Fan Yang, Gang Huang, Xin Jin, Xuanzhe Liu
  
  ASPLOS 2023 | March 2023
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- A Disaggregate Data Collecting Approach for Loss-Tolerant Applications
  
  Ziyuan Liu, Zhixiong Niu, Ran Shu, Peng Cheng, Wenxue Cheng, Yongqiang Xiong, Lihua Yuan, Jacob Nelson, Dan R. K. Ports
  
  6th Asia-Pacific Workshop on Networking (APNet ’22) | July 2022
  
  Publication プロジェクト
- 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
  
  Publication プロジェクトプロジェクト
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- 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
  
  Publication プロジェクト
- 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
  
  Publication
- 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
  
  Publication Author's Version DOI
- 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
  
  Publication
- Towards User-Defined SLA in Cloud Flash Storage
  
  Jinhao Fan, Ziyue Yang, Ran Shu, Peng Cheng, Yongqiang Xiong
  
  The 12th ACM SIGOPS Asia-Pacific Workshop on Systems | August 2021
  
  PDF Publication
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Author's Version DOI Github プロジェクト
- 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
  
  Publication プロジェクト
- 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
  
  Publication 動画
- 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
  
  Publication プロジェクト
- 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
  
  Publication
- 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
  
  Publication プロジェクト
- 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
  
  Publication
- 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
  
  Author's Version DOI プロジェクト
- 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
  
  Publication
- 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
  
  Publication プロジェクトプロジェクト
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- Fast Distributed Deep Learning over RDMA
  
  Jilong Xue, Youshan Miao, Cheng Chen, Ming Wu, Lintao Zhang, Lidong Zhou
  
  EuroSys | March 2019
  
  Publication プロジェクト
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  Publication
- Multi-Path Transport for RDMA in Datacenters
  
  Yuanwei Lu, Guo Chen, Bojie Li, Kun Tan, Yongqiang Xiong, Peng Cheng, Jiansong Zhang, Enhong Chen, Thomas Moscibroda
  
  NSDI | April 2018
  
  PDF
- 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
  
  公開日
- 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
  
  公開日公開日
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- 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
  
  公開日プロジェクトプロジェクト
- 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
  
  公開日
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  公開日公開日
- 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
  
  公開日公開日
- 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
  
  Publication DOI プロジェクト
- 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
  
  公開日
- 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
  
  Publication DOI
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  Publication
- 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
  
  公開日公開日
- 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
  
  Publication
- 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
  
  公開日公開日公開日プロジェクト
- 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
  
  公開日公開日
- 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
  
  公開日
- 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
  
  Publication
- 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
  
  Publication DOI
- 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
  
  公開日
- TimeStream: Reliable Stream Computation in the Cloud
  
  Lidong Zhou, Yuan Yu, Zheng Zhang, Zhengping Qian
  
  EuroSys 2013 | April 2013
  
  Updated version
  
  公開日
- 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
  
  公開日プロジェクト
- 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
  
  Publication
- 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
  
  公開日
- 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
  
  公開日公開日公開日プロジェクト
- Practical software model checking via dynamic interface reduction
  
  Huayang Guo, Ming Wu, Lidong Zhou, Gang Hu, Junfeng Yang, Lintao Zhang
  
  October 2011
  
  公開日プロジェクト
- 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
  
  Publication
- Optimistic Concurrency Control by Melding Trees
  
  Phil Bernstein, Colin Reid, Ming Wu, Xinhao Yuan
  
  PVLDB | January 2011
  
  公開日
- 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
  
  Publication DOI
- Distributed Systems Meet Economics: Pricing in the Cloud
  
  Hongyi Wang, Qingfeng Jing, Bingsheng He, Zhengping Qian, Lidong Zhou
  
  HotCloud ’10 | June 2010
  
  HotCloud '10
  
  公開日
- 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
  
  Publication プロジェクト
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  公開日公開日
- 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
  
  公開日
- 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
  
  公開日
- 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)
  
  公開日公開日
- 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
  
  公開日公開日
- Dependability, Access Diversity, Low Cost: Pick Two
  
  Ming Chen, Lex Stein, Zheng Zhang
  
  USENIX | June 2007
  
  公開日公開日
- WiDS Checker: Combating Bugs in Distributed Systems
  
  Xuezheng Liu, Wei Lin, Aimin Pan, Zheng Zhang
  
  April 2007
  
  公開日公開日
- Can a File System Virtualize Processors?
  
  Lex Stein, David Holland, Margo Seltzer, Zheng Zhang
  
  March 2007
  
  公開日公開日
- A Measurement Study of a Peer-to-Peer Video-on-Demand System
  
  Xuezheng Liu, Zhengyou Zhang
  
  February 2007
  
  公開日
- Enforcing Routing Consistency in Structured Peer-to-Peer Overlays: Should We and Could We?
  
  Wei Chen, Xuezheng Liu
  
  February 2006
  
  公開日
- 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
  
  公開日
- Simulating Large-Scale P2P Systems with the WiDS Toolkit
  
  Shiding Lin, Aimin Pan, Rui Guo, Zheng Zhang
  
  September 2005
  
  公開日公開日
- WiDS: an Integrated Toolkit for Distributed System Development
  
  Shiding Lin, Aimin Pan, Zheng Zhang, Rui Guo, Zhenyu Guo
  
  HotOS | June 2005
  
  公開日公開日
- An Empirical Study of Free-Riding Behavior in the Maze P2P File-Sharing System
  
  Mao Yang, Zhengyou Zhang
  
  February 2005
  
  公開日
- Deployment of a Large-scale Peer-to-Peer Social Network
  
  Mao Yang, Hua Chen, Ben Y. Zhao, Yafei Dai, Zhengyou Zhang
  
  USENIX | December 2004
  
  公開日公開日
- P2P Research and Reality: Some Preliminary Thoughts
  
  Zheng Zhang
  
  July 2004
  
  公開日公開日
- Scalable, Structured Data Placement over P2P Storage Utilities
  
  Zheng Zhang, Mallik Mahalingam, Zhichen Xu, Wenting Tang
  
  May 2004
  
  公開日公開日
- Friends Troubleshooting Network: Towards Privacy-Preserving, Automatic Troubleshooting
  
  Helen Wang, Yih-Chun Hu, Chun Yuan, Zheng Zhang, Yi-Min Wang
  
  February 2004
  
  公開日公開日
- Building Topology-Aware Overlays using Global Soft-State
  
  Zhichen Xu, Chunqiang Tang, Zheng Zhang
  
  May 2003
  
  公開日公開日
- 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
  
  公開日
- 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
  
  Publication
- 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, 巻31(7): pp. 1588-1604
  
  Publication プロジェクト
- 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, 巻53(1): pp. 68-74
  
  Publication
- 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, 巻17: pp. 279-292
  
  Publication
- 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
  
  公開日公開日プロジェクト
- Model Checking in Distributed Systems (in Chinese)
  
  Haoxiang Lin
  
  Communications of the China Computer Federation | February 2013, 巻9(2): pp. 46-51
  
  Publication プロジェクト
- 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
  
  公開日
- 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
  
  Microsoft による投稿
  
  Publication
- 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
  
  Microsoft による投稿
  
  Publication
- 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
  
  公開日公開日
- 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
  
  公開日
- 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
  
  公開日
- PacificA: Replication in Log-Based Distributed Storage Systems
  
  Wei Lin, Mao Yang, Lintao Zhang, Lidong Zhou
  
  MSR-TR-2008-25 | February 2008
  
  公開日
- Decentralized, Connectivity-Preserving, and Cost-Effective Structured Overlay Maintenance
  
  Yu Chen, Wei Chen
  
  MSR-TR-2007-84 | July 2007
  
  公開日
- 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
  
  公開日公開日
- Machine Bank: Own Your Virtual Personal Computer
  
  Shuo Tang, Yu Chen, Zheng Zhang
  
  MSR-TR-2005-89 | March 2007
  
  公開日公開日
- 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
  
  公開日公開日
- 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
  
  公開日公開日
- Self-Balanced P2P Expressway: When Marxism Meets Confucian
  
  Zheng Zhang, Shu-Ming Shi, Jing Zhu, Shuming Shi
  
  MSR-TR-2002-72 | July 2002
  
  公開日
- Reperasure: Replication Protocol using Erasure-code
  
  Zheng Zhang, Qiao Lian
  
  MSR-TR-2002-59 | June 2002
  
  公開日