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Journal Articles
- 2023
[j10]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: 111748 (2023)- [j9]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): 2858-2871 (2023) - [j8]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): 1387-1401 (2023) - [j7]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): 3493-3507 (2023) - [j6]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): 3851-3864 (2023) - 2022
- [j5]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): 2440-2455 (2022) - [j4]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: 111322 (2022) - 2020
- [j3]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: 30245-30261 (2020) - 2018
- [j2]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: 10909-10923 (2018) - 2016
- [j1]Guo Chen, Youjian Zhao, Dan Pei, Yongqian Sun:
Analyzing the impact of buffer capacity on crosspoint-queued switch performance. J. Commun. Networks 18(3): 523-530 (2016)
Conference and Workshop Papers
- 2024
- [c19]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: 6049-6060 - [c18]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: 115-125 - [c17]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: 126-137 - 2023
- [c16]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: 145-151 - [c15]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: 57-68 - [c14]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: 69-79 - [c13]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: 5639-5649 - 2022
- [c12]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: 321-331 - [c11]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: 1785-1796 - 2021
- [c10]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: 103-114 - 2020
- [c9]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: 2479-2488 - [c8]Ping Liu, Shenglin Zhang, Yongqian Sun, Yuan Meng, Jiahai Yang, Dan Pei:
FluxInfer: Automatic Diagnosis of Performance Anomaly for Online Database System. IPCCC 2020: 1-8 - [c7]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: 1-10 - [c6]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: 1-21 - 2019
- [c5]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: 1870-1875 - [c4]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: 47-57 - 2015
- [c3]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: 211-224 - 2014
- [c2]Guo Chen, Dan Pei, Youjian Zhao, Yongqian Sun:
Designing Buffer Capacity of Crosspoint-Queued Switch. NPC 2014: 35-48 - 2013
- [c1]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: 86620Q
Informal and Other Publications
- 2024
- [i12]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 abs/2402.10802 (2024) - [i11]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 abs/2407.01710 (2024) - [i10]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 abs/2407.01896 (2024) - [i9]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 abs/2407.14532 (2024) - [i8]Shenglin Zhang, Pengtian Zhu, Minghua Ma, Jiagang Wang, Yongqian Sun, Dongwen Li, Jingyu Wang, Qianying Guo, Xiaolei Hua, Lin Zhu, Dan Pei:
Enhanced Fine-Tuning of Lightweight Domain-Specific Q&A Model Based on Large Language Models. CoRR abs/2408.12247 (2024) - [i7]Mingjie Li, Yongqian Sun, Xiaolei Hua, Renkai Yu, Xinwen Fan, Lin Zhu, Junlan Feng, Dan Pei:
Predicting Parameter Change's Effect on Cellular Network Time Series. CoRR abs/2408.15516 (2024) - 2023
- [i6]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 abs/2302.10512 (2023) - [i5]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 abs/2305.03331 (2023) - [i4]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 abs/2305.18985 (2023) - [i3]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 abs/2308.00393 (2023) - [i2]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 abs/2310.07637 (2023) - 2022
- [i1]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 abs/2208.03938 (2022)
Coauthor Index
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