Publications

  1. 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)
  2. Minghua Ma, Zheng Yin, Shenglin Zhang, Sheng Wang, Christopher Zheng, Xinhao Jiang, Hanwen Hu, Cheng Luo, Yilin Li, Nengjun Qiu, Feifei Li, Changcheng Chen, Dan Pei. “Diagnosing Root Causes of Intermittent Slow Queries in Cloud Databases”. International Conference on Very Large Data Bases (VLDB), Tokyo, Japan, August 2020 (CCF A) [paper].
  3. Weibin Meng, Ying Liu, Federico Zaiter, Shenglin Zhang*, Yihao Chen, Yuzhe Zhang, Yichen Zhu, En Wang, Ruizhi Zhang, Shimin Tao, Dian Yang, Rong Zhou, Dan Pei. “LogParse: Making Log Parsing Adaptive through Word Classification”. IEEE International Conference on Computer Communications (ICCCN) 2020, Honolulu, Hawaii, USA, August 3-6, 2020 (CCF C) [paper].
  4. Weibin Meng, Ying Liu, Yuheng Huang, Shenglin Zhang*, Federico Zaiter, Bingjin Chen, Dan Pei. “A Semantic-aware Representation Framework for Online Log Analysis”.  IEEE International Conference on Computer Communications (ICCCN) 2020, Honolulu, Hawaii, USA, August 3-6, 2020 (CCF C) [paper].
  5. 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) [paper]
  6. Zhang Shenglin, Li Dongwen, Sun Yongqian*, Meng Weibin, Zhang Yuzhe, Zhang Yuzhi, Liu Ying, Pei Dan. “Unified Anomaly Detection for Syntactically Diverse Logs in Cloud Datacenter”.  Journal of Computer Research and Development, Volume 57, Issue 4, pp 778-790, 2020 [paper]
  7. 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, Impact Factor: 4.098) [paper].
  8. 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)
  9. Ping Liu, Yu Chen, Xiaohui Nie, Jing Zhu, Shenglin Zhang, Kaixin Sui, Ming Zhang, Dan  Pei. “FluxRank: A Widely-Deployable Framework to Automatically Localizing Root Cause Machines for Software Service Failure Mitigation”. IEEE International Symposium on Software Reliability Engineering (ISSRE), Berlin, Germany, October 2019 (CCF B) [paper] 
  10. 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) [paper] [slides]
  11. Weibin Meng, Ying Liu, Yichen Zhu, Shenglin Zhang*, Dan Pei, Yuqing Liu, Yihao Chen, Ruizhi Zhang, Shimin Tao, Pei Sun, Rong Zhou. “LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs”. International Joint Conference on Artificial Intelligence (IJCAI), Macao, China, August 2019 (CCF A, acceptance rate 17.9%) [paper][slides].
  12. 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, acceptance rate 30%) [paper].
  13. Jiahao Bu, Ying Liu, Shenglin Zhang*, Weibin Meng, Qitong Liu, Xiaotian Zhu, Dan Pei. “Rapid Deployment of Anomaly Detection Models for Large Number of Emerging KPI Streams”. International Performance Computing and Communications Conference (IPCCC), Orlando, Florida, USA, November 2018 (CCF C, acceptance rate 28.8%) [paper] [slides]
  14. Minghua Ma, Shenglin Zhang*, Dan Pei, Xin Huang, Hongwei Dai. “ Robust and Rapid Adaption for Concept Drift in Software System Anomaly Detection”.IEEE International Symposium on Software Reliability Engineering (ISSRE), Memphis, TN, USA, October 2018 (Best Research Paper Award, CCF B, acceptance rate 23.96%, 2/96) [paper] [slides]
  15. Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei*, Jun (Jim) Xu, Yuzhi Zhang, Yu Chen, Hui Dong, Xianping Qu, Lei Song. “PreFix: Switch Failure Prediction in Datacenter Networks “. ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems 2018, Irvine, California, USA, June 2018 (CCF B, acceptance rate 20%, 54/270, one of the only two papers with institutes in Mainland China)  [paper]  [slides]
  16. Weibin Meng, Ying Liu, Shenglin Zhang*, Dan Pei, Hui Dong, Lei Song, Xulong Luo. “Device-Agnostic Log Anomaly Classification with Partial Labels”, IEEE/ACM International Symposium on Quality of Service (IWQOS), Banff, Alberta, Canada, June 2018 (CCF B) [paper] [slides]
  17. Shenglin Zhang, Ying Liu, Dan Pei, and Baojun Liu*. “Measuring BGP AS Path Looping (BAPL) and Private AS Number Leaking (PANL)”, Journal of Tsinghua University (Science and Technology), Volume 23, Number 1, pp 22– 34, February 2018 (SCI Indexed, IF 1.365) [paper]
  18. Shenglin Zhang, Ying Liu, Dan Pei*, Yu Chen, Xianping Qu, Shimin Tao, Zhi Zang, Xiaowei Jing, Mei Feng. “FUNNEL: Assessing Software Changes in Web-based Services”, IEEE Transactions on Services Computing, Volume 11, Issue 1, January – February 2018 (JCR Zone 2,CCF B,SCI Indexed,IF 3.520) [paper]
  19. 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, Volume 6, pp. 10909 – 10923, February 2018 (SCI Indexed, IF 3.244) [paper]
  20. Shenglin Zhang, Weibin Meng, Jiahao Bu, Sen Yang, Ying Liu, Dan Pei, Jun (Jim) Xu, Yu Chen, Hui Dong, Xianping Qu, Lei Song. “Syslog Processing for Switch Failure Diagnosis and Prediction in Datacenter Networks”, IEEE/ACM International Symposium on Quality of Service (IWQOS), VILANOVA I LA GELTRÚ, SPAIN, June 2017 (CCF B, acceptance rate 19.99%, 29/146) [paper] [slides]
  21. Shenglin Zhang, Ying Liu, Dan Pei, Yu Chen, Xianping Qu, Shimin Tao, and Zhi Zang. “Rapid and Robust Impact Assessment of Software Changes in Large Internet-based Services”, ACM International Conference on emerging Networking EXperiments and Technologies (CoNEXT), Heidelberg, Germany, December, 2015, 13 pages (CCF B, acceptance rate 20.92%, 41/196) [paper] [slides]
  22. Ying Liu, Gang Ren, Jianping Wu, Shenglin Zhang, Lin He, Yihao Jia. “Building An IPv6 Address Generation and Traceback System With NIDTGA in Address Driven Network”, SCIENCE CHINA Information Sciences, Volume 58, Issue 12, pp 1-14, December 2015 CCF B, SCI Indexed, IF 0.885) [paper]
  23. Ying Liu, Shenglin Zhang*, and Hongying Liu. “A bottleneck-free model for P4P”, SCIENCE CHINA Information Sciences, Volume 58, Issue 10, pp 1-15, October 2015 (CCF B, SCI Indexed, IF 0.885) [paper]
  24. Shenglin Zhang, Ying Liu, Dan Pei. “A Measurement Study on BGP AS Path Looping Behavior”. IEEE International Conference on Computer Communications and Networks (ICCCN), Shanghai, China, August 4, 2014, 7 pages. (CCF C, acceptance rate 28%) [paper] 
  25. Ying Liu, Shenglin Zhang*, Hongying Liu. “An Improved Cooperative Model of P2P and ISP”. Frontiers in Internet Technologies, 85-96, LNCS, Springer, 2013. (EI Indexed) [paper]

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