Yongqian Sun

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 37

Top Topics

Transfer Learning

Service Systems

Benchmark Suite

Top Venues

IEEE Trans. Serv. Comput.

SIGSOFT FSE Companion

Publications

Shenglin Zhang, Yongxin Zhao, Xiao Xiong, Yongqian Sun, Xiaohui Nie, Jiacheng Zhang, Fenglai Wang, Xian Zheng, Yuzhi Zhang, Dan Pei
Illuminating the Gray Zone: Non-intrusive Gray Failure Localization in Server Operating Systems. SIGSOFT FSE Companion (2024)
Shenglin Zhang, Sibo Xia, Wenzhao Fan, Binpeng Shi, Xiao Xiong, Zhenyu Zhong, Minghua Ma, Yongqian Sun, Dan Pei
Failure Diagnosis in Microservice Systems: A Comprehensive Survey and Analysis. CoRR (2024)
Haotian Si, Changhua Pei, Hang Cui, Jingwen Yang, Yongqian Sun, Shenglin Zhang, Jingjing Li, Haiming Zhang, Jing Han, Dan Pei, Jianhui Li, Gaogang Xie
TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models. CoRR (2024)
Yongqian Sun, Jiaju Wang, Zhengdan Li, Xiaohui Nie, Minghua Ma, Shenglin Zhang, Yuhe Ji, Lu Zhang, Wen Long, Hengmao Chen, Yongnan Luo, Dan Pei
A Scenario-Oriented Benchmark for Assessing AIOps Algorithms in Microservice Management. CoRR (2024)
Shenglin Zhang, Jun Zhu, Bowen Hao, Yongqian Sun, Xiaohui Nie, Jingwen Zhu, Xilin Liu, Xiaoqian Li, Yuchi Ma, Dan Pei
Fault Diagnosis for Test Alarms in Microservices through Multi-source Data. SIGSOFT FSE Companion (2024)
Tianyu Cui, Shiyu Ma, Ziang Chen, Tong Xiao, Shimin Tao, Yilun Liu, Shenglin Zhang, Duoming Lin, Changchang Liu, Yuzhe Cai, Weibin Meng, Yongqian Sun, Dan Pei
LogEval: A Comprehensive Benchmark Suite for Large Language Models In Log Analysis. CoRR (2024)
Zhe Xie, Shenglin Zhang, Yitong Geng, Yao Zhang, Minghua Ma, Xiaohui Nie, Zhenhe Yao, Longlong Xu, Yongqian Sun, Wentao Li, Dan Pei
Microservice Root Cause Analysis With Limited Observability Through Intervention Recognition in the Latent Space. KDD (2024)
Yuhe Liu, Changhua Pei, Longlong Xu, Bohan Chen, Mingze Sun, Zhirui Zhang, Yongqian Sun, Shenglin Zhang, Kun Wang, Haiming Zhang, Jianhui Li, Gaogang Xie, Xidao Wen, Xiaohui Nie, Dan Pei
OpsEval: A Comprehensive Task-Oriented AIOps Benchmark for Large Language Models. CoRR (2023)
Shenglin Zhang, Pengxiang Jin, Zihan Lin, Yongqian Sun, Bicheng Zhang, Sibo Xia, Zhengdan Li, Zhenyu Zhong, Minghua Ma, Wa Jin, Dai Zhang, Zhenyu Zhu, Dan Pei
Robust Failure Diagnosis of Microservice System Through Multimodal Data. IEEE Trans. Serv. Comput. 16 (6) (2023)
Yongqian Sun, Daguo Cheng, Tiankai Yang, Yuhe Ji, Shenglin Zhang, Man Zhu, Xiao Xiong, Qiliang Fan, Minghan Liang, Dan Pei, Tianchi Ma, Yu Chen
Efficient and Robust KPI Outlier Detection for Large-Scale Datacenters. IEEE Trans. Computers 72 (10) (2023)
Yongqian Sun, Daguo Cheng, Pengxiang Jin, Quan Ding, Shenglin Zhang, Xu Chen, Yuzhi Zhang, Minghan Liang, Dan Pei, Jianyan Zheng, Sen Luo, Xinyu Tang
Robust Anomaly Clue Localization of Multi-Dimensional Derived Measure for Online Video Services. IEEE Trans. Serv. Comput. 16 (2) (2023)
Chenyu Zhao, Minghua Ma, Zhenyu Zhong, Shenglin Zhang, Zhiyuan Tan, Xiao Xiong, LuLu Yu, Jiayi Feng, Yongqian Sun, Yuzhi Zhang, Dan Pei, Qingwei Lin, Dongmei Zhang
Robust Multimodal Failure Detection for Microservice Systems. CoRR (2023)
Zeyan Li, Junjie Chen, Yihao Chen, Chengyang Luo, Yiwei Zhao, Yongqian Sun, Kaixin Sui, Xiping Wang, Dapeng Liu, Xing Jin, Qi Wang, Dan Pei
Generic and Robust Root Cause Localization for Multi-Dimensional Data in Online Service Systems. CoRR (2023)
Yicheng Sui, Yuzhe Zhang, Jianjun Sun, Ting Xu, Shenglin Zhang, Zhengdan Li, Yongqian Sun, Fangrui Guo, Junyu Shen, Yuzhi Zhang, Dan Pei, Xiao Yang, Li Yu
LogKG: Log Failure Diagnosis Through Knowledge Graph. IEEE Trans. Serv. Comput. 16 (5) (2023)
Shenglin Zhang, Pengxiang Jin, Zihan Lin, Yongqian Sun, Bicheng Zhang, Sibo Xia, Zhengdan Li, Zhenyu Zhong, Minghua Ma, Wa Jin, Dai Zhang, Zhenyu Zhu, Dan Pei
Robust Failure Diagnosis of Microservice System through Multimodal Data. CoRR (2023)
Chenyu Zhao, Minghua Ma, Zhenyu Zhong, Shenglin Zhang, Zhiyuan Tan, Xiao Xiong, LuLu Yu, Jiayi Feng, Yongqian Sun, Yuzhi Zhang, Dan Pei, Qingwei Lin, Dongmei Zhang
Robust Multimodal Failure Detection for Microservice Systems. KDD (2023)
Zeyan Li, Junjie Chen, Yihao Chen, Chengyang Luo, Yiwei Zhao, Yongqian Sun, Kaixin Sui, Xiping Wang, Dapeng Liu, Xing Jin, Qi Wang, Dan Pei
Generic and robust root cause localization for multi-dimensional data in online service systems. J. Syst. Softw. 203 (2023)
Yongqian Sun, Minghan Liang, Zeyu Che, Dongwen Li, Tinghua Zheng, Shenglin Zhang, Pengtian Zhu, Yuzhi Zhang, Dan Pei
Efficient Multivariate Time Series Anomaly Detection Through Transfer Learning for Large-Scale Web Services. ICWS (2023)
Dongwen Li, Shenglin Zhang, Yongqian Sun, Yang Guo, Zeyu Che, Shiqi Chen, Zhenyu Zhong, Minghan Liang, Minyi Shao, Mingjie Li, Shuyang Liu, Yuzhi Zhang, Dan Pei
An Empirical Analysis of Anomaly Detection Methods for Multivariate Time Series. ISSRE (2023)
Shenglin Zhang, Zhongjie Pan, Heng Liu, Pengxiang Jin, Yongqian Sun, Qianyu Ouyang, Jiaju Wang, Xueying Jia, Yuzhi Zhang, Hui Yang, Yongqiang Zou, Dan Pei
Efficient and Robust Trace Anomaly Detection for Large-Scale Microservice Systems. ISSRE (2023)
Zhenyu Zhong, Qiliang Fan, Jiacheng Zhang, Minghua Ma, Shenglin Zhang, Yongqian Sun, Qingwei Lin, Yuzhi Zhang, Dan Pei
A Survey of Time Series Anomaly Detection Methods in the AIOps Domain. CoRR (2023)
Shenglin Zhang, Dongwen Li, Zhenyu Zhong, Jun Zhu, Minghan Liang, Jiexi Luo, Yongqian Sun, Ya Su, Sibo Xia, Zhongyou Hu, Yuzhi Zhang, Dan Pei, Jiyan Sun, Yinlong Liu
Robust System Instance Clustering for Large-Scale Web Services. WWW (2022)
Yongqian Sun, Kunlin Jian, Liyue Cui, Guifei Jiang, Shenglin Zhang, Yuzhi Zhang, Dan Pei
Online malicious domain name detection with partial labels for large-scale dependable systems. J. Syst. Softw. 190 (2022)
Shenglin Zhang, Zhenyu Zhong, Dongwen Li, Qiliang Fan, Yongqian Sun, Man Zhu, Yuzhi Zhang, Dan Pei, Jiyan Sun, Yinlong Liu, Hui Yang, Yongqiang Zou
Efficient KPI Anomaly Detection Through Transfer Learning for Large-Scale Web Services. IEEE J. Sel. Areas Commun. 40 (8) (2022)
Yiran Cheng, Bo Cheng, Pengxiang Jin, Yongqian Sun, Xiaohui Nie, Nengwen Zhao, Shenglin Zhang, Dan Pei
Effective Attribute Selection for Multi-dimensional Root Cause Analysis. ISSRE (2022)
Zeyan Li, Nengwen Zhao, Shenglin Zhang, Yongqian Sun, Pengfei Chen, Xidao Wen, Minghua Ma, Dan Pei
Constructing Large-Scale Real-World Benchmark Datasets for AIOps. CoRR (2022)
Shenglin Zhang, Chenyu Zhao, Yicheng Sui, Ya Su, Yongqian Sun, Yuzhi Zhang, Dan Pei, Yizhe Wang
Robust KPI Anomaly Detection for Large-Scale Software Services with Partial Labels. ISSRE (2021)
Ruming Tang, Zheng Yang, Zeyan Li, Weibin Meng, Haixin Wang, Qi Li, Yongqian Sun, Dan Pei, Tao Wei, Yanfei Xu, Yan Liu
ZeroWall: Detecting Zero-Day Web Attacks through Encoder-Decoder Recurrent Neural Networks. INFOCOM (2020)
Shenglin Zhang, Lei Song, Ming Zhang, Ying Liu, Weibin Meng, Jiahao Bu, Sen Yang, Yongqian Sun, Dan Pei, Jun Xu, Yuzhi Zhang
Efficient and Robust Syslog Parsing for Network Devices in Datacenter Networks. IEEE Access 8 (2020)
Ping Liu, Shenglin Zhang, Yongqian Sun, Yuan Meng, Jiahai Yang, Dan Pei
FluxInfer: Automatic Diagnosis of Performance Anomaly for Online Database System. IPCCC (2020)
Ruming Tang, Cheng Huang, Yanti Zhou, Haoxian Wu, Xianglin Lu, Yongqian Sun, Qi Li, Jinjin Li, Weiyao Huang, Siyuan Sun, Dan Pei
A Practical Machine Learning-Based Framework to Detect DNS Covert Communication in Enterprises. SecureComm (2) (2020)
Yuan Meng, Shenglin Zhang, Yongqian Sun, Ruru Zhang, Zhilong Hu, Yiyin Zhang, Chenyang Jia, Zhaogang Wang, Dan Pei
Localizing Failure Root Causes in a Microservice through Causality Inference. IWQoS (2020)
Yuan Meng, Shenglin Zhang, Zijie Ye, Benliang Wang, Zhi Wang, Yongqian Sun, Qitong Liu, Shuai Yang, Dan Pei
Causal Analysis of the Unsatisfying Experience in Realtime Mobile Multiplayer Games in the Wild. ICME (2019)
Zeyan Li, Dan Pei, Chengyang Luo, Yiwei Zhao, Yongqian Sun, Kaixin Sui, Xiping Wang, Dapeng Liu, Xing Jin, Qi Wang
Generic and Robust Localization of Multi-dimensional Root Causes. ISSRE (2019)
Yongqian Sun, Youjian Zhao, Ya Su, Dapeng Liu, Xiaohui Nie, Yuan Meng, Shiwen Cheng, Dan Pei, Shenglin Zhang, Xianping Qu, Xuanyou Guo
HotSpot: Anomaly Localization for Additive KPIs With Multi-Dimensional Attributes. IEEE Access 6 (2018)
Guo Chen, Youjian Zhao, Dan Pei, Yongqian Sun
Analyzing the impact of buffer capacity on crosspoint-queued switch performance. J. Commun. Networks 18 (3) (2016)
Dapeng Liu, Youjian Zhao, Haowen Xu, Yongqian Sun, Dan Pei, Jiao Luo, Xiaowei Jing, Mei Feng
Opprentice: Towards Practical and Automatic Anomaly Detection Through Machine Learning. Internet Measurement Conference (2015)
Guo Chen, Dan Pei, Youjian Zhao, Yongqian Sun
Designing Buffer Capacity of Crosspoint-Queued Switch. NPC (2014)
Jie Su, Guisheng Yin, Lei Wang, Yongqian Sun, Zheng Liu
Method and application of active visual tracking based on illumination invariants. Intelligent Robots and Computer Vision: Algorithms and Techniques (2013)