Shenglin Zhang, Zhongjie Pan, Heng Liu, Pengxiang Jin, Yongqian Sun*, Qianyu Ouyang, Jiaju Wang, Xueying Jia, Yuzhi Zhang, Hui Yang, Yongqiang Zou, and Dan Pei. Efficient and Robust Trace Anomaly Detection for Large-Scale Microservice Systems. The 34th IEEE International Symposium on Software Reliability Engineering (ISSRE 2023). Florence, Italy, October 2023 (CCF B).
Dongwen Li, Shenglin Zhang, Yongqian Sun*, Yang Guo, Zeyu Che, Shiqi Chen, Zhenyu Zhong, Minghan Liang, Minyi Shao, Mingjie Li, Shuyang Liu, Yuzhi Zhang, and Dan Pei. An Empirical Analysis of Anomaly Detection Issues for Multivariate Time Series. The 34th IEEE International Symposium on Software Reliability Engineering (ISSRE 2023). Florence, Italy, October 2023 (CCF B).
夏思博，马明华，金鹏翔，崔丽月，张圣林，金娃，孙永谦，裴丹. 搜索服务响应时间异常诊断.《计算机研究与发展》，2023 (CCF T1)
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 Transactions on Services Computing, 2023 (CCF A).
马玲; 樊漆亮; 许婷; 郭冠琛; 张圣林; 孙永谦; 张玉志. 基于强化学习的在离线混部调度策略. 通信学报. 2023. (CCF T1)
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 Transactions on Services Computing, 2023 (CCF A, accepted, to appear).
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. THE 29TH ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Long Beach, CA, USA, August 2023 (CCF A).
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. The 2023 IEEE International Conference on Web Services, Chicago, USA, July 2023 (CCF B)
Yongqian Sun, Daguo Cheng, Tiankai Yang, 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 Transactions on Computers, 2023 (CCF A).
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, Journal of Systems & Software, 2023, (CCF B)
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. IEEE International Symposium on Software Reliability Engineering (ISSRE), Charlotte, North Carolina, USA, October 31 – November 3, 2022 (CCF B).
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 Journal on Selected Areas in Communications (JSAC), vol. 40, no. 8, pp. 2440-2455, Aug. 2022.(CCF A, SCI Indexed, Impact Factor: 9.144).
孙永谦，张茹茹，林子涵，张圣林，谭智元，张玉志. KPI异常检测方法评估. 《数据与计算发展前沿》先进智能计算平台及应用专刊，2022年6月，第4卷第3期，p46-65（CCF T3类期刊）.
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. The Journal of Systems & Software (JSS), 190: 1-12, 2022 (CCF B, SCI中科院2区, Impact Factor: 2.829).
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 Transactions on Services Computing (TSC), 2022. (CCF A, SCI中科院1区, Impact Factor: 8.21).
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 and Yinlong Liu. Robust System Instance Clustering for Large-Scale Web Services. The Web Conference (WWW), Virtual Conference, April 25-29, 2022 (CCF A).
孙永谦; 张茹茹; 林子涵; 张圣林; 谭智元; 张玉志. KPI 异常检测方法评估. 数据与计算发展前沿, 2022, 4(3): 46-65. (CCF T3)
李思毅; 马诗雨; 崔丽月; 张圣林; 孙永谦; 张玉志. 微服务架构下的根因定位方法综述. 数据与计算发展前沿, 2022, 4(3): 78-89. (CCF T3)
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”.IEEE International Symposium on Software Reliability Engineering (ISSRE), October 25-28, 2021, Wuhan, China (CCF B).
Ruming Tang, Cheng Huang, Yanti Zhou, Hanwen Wu, Xianglin Lu, Yongqian Sun, Qi Li, Jinjin Lin, Weiyao Huang, Siyuan Sun, Dan Pei. "A Practical Machine Learning-Based Framework to Detect DNS Covert Communication in Enterprises". SecureComm 2020. Online, October, 2020. (CCF C)
苏金树，赵宝康，董德尊，吕高锋，文梅，魏亮，彭伟，李福亮，张圣林，孙永谦. 新一代数据中心网络技术研究进展.《CCF 2019-2020中国计算机科学技术发展报告》，机械工业出版社，2020.10.
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". International Symposium on Quality of Service (IWQoS), Hangzhou, China, June 2020 (CCF B)
Shenglin Zhang, Ying Liu, Weibin Meng, Jiahao Bu, Sen Yang, Yongqian Sun*, Dan Pei, Jun Xu, Yuzhi Zhang, Lei Song, Ming Zhang. "Efficient and Robust Syslog Parsing for Network Devices in Datacenter Networks". IEEE Access, Volume 8, pp 30245-30261, February 2020 (JCR Zone 2, SCI Indexed, IF: 4.098)
张圣林，林潇霏，孙永谦*，张玉志，裴丹. 基于深度学习的无监督KPI异常检测. 《数据与计算发展前沿》, 2(3): 87-100, 2020.6 （CCF T3类期刊）
张圣林，李东闻，孙永谦*，孟伟彬，张宇哲，张玉志，刘莹，裴丹. 面向云数据中心多语法日志通用异常检测机制. 《计算机研究与发展》，57(4):778-790, 2020.（CCF A类 中文）
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". IEEE International Conference on Computer Communications (INFOCOM), Beijing, China, Apr 27-30, 2020 (CCF A)
Zeyan Li, Chengyang Luo, Yiwei Zhao, Yongqian Sun*, Kaixin Sui, Xiping Wang, Dapeng Liu, Xing Jin, Qi Wang, Dan Pei, "Generic and Robust Localization of Multi-Dimensional Root Causes"，IEEE International Symposium on Software Reliability Engineering (ISSRE), Berlin, Germany, October 2019 (CCF B)
Yuan Meng,Shenglin Zhang*, Zijie Ye, Benliang Wang, Zhi Wang, Yongqian Sun, Qitong Liu, Shuai Wang, Dan Pei. “Causal Analysis of the Unsatisfying Experience in Realtime Mobile Multiplayer Games in the Wild”. IEEE International Conference on Multimedia and Expo (ICME), Shanghai, China, July 2019 (CCF B)
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”, ACM The 2015 Internet Measurement Conference 2015 (IMC), Tokyo, Japan, Oct 2015. (CCF B 类会议)
Guo Chen, Dan Pei, Youjian Zhao and Yongqian Sun, “Designing Buffer Capacity of Crosspoint-Queued Switch”, The 11th IFIP International Conference on Network and Parallel Computing (NPC), Ilan, Taiwan, Sep 2014. (CCF C 类会议)
