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2020 – today
- 2022
[j9]Ya Su, Youjian Zhao, Ming Sun, Shenglin Zhang
, Xidao Wen, Yongsu Zhang, Xian Liu, Xiaozhou Liu, Junliang Tang, Wenfei Wu, Dan Pei:
Detecting Outlier Machine Instances Through Gaussian Mixture Variational Autoencoder With One Dimensional CNN. IEEE Trans. Computers 71(4): 892-905 (2022)- [c23]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 - [i3]Xiaolei Hua, Lin Zhu, Shenglin Zhang, Zeyan Li, Su Wang, Dong Zhou, Shuo Wang, Chao Deng:
GenAD: General Representations of Multivariate Time Seriesfor Anomaly Detection. CoRR abs/2202.04250 (2022) - 2021
- [j8]Weibin Meng, Ying Liu, Shenglin Zhang, Federico Zaiter, Yuzhe Zhang, Yuheng Huang, Zhaoyang Yu, Yuzhi Zhang, Lei Song, Ming Zhang, Dan Pei:
LogClass: Anomalous Log Identification and Classification With Partial Labels. IEEE Trans. Netw. Serv. Manag. 18(2): 1870-1884 (2021) - [c22]Ming Sun, Ya Su, Shenglin Zhang, Yuanpu Cao, Yuqing Liu, Dan Pei, Wenfei Wu, Yongsu Zhang, Xiaozhou Liu, Junliang Tang:
CTF: Anomaly Detection in High-Dimensional Time Series with Coarse-to-Fine Model Transfer. INFOCOM 2021: 1-10 - [c21]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 - [c20]Minghua Ma, Shenglin Zhang, Junjie Chen, Jim Xu, Haozhe Li, Yongliang Lin, Xiaohui Nie, Bo Zhou, Yong Wang, Dan Pei:
Jump-Starting Multivariate Time Series Anomaly Detection for Online Service Systems. USENIX Annual Technical Conference 2021: 413-426 - [i2]Yichen Zhu, Weibin Meng, Ying Liu, Shenglin Zhang, Tao Han, Shimin Tao, Dan Pei:
UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks. CoRR abs/2112.03159 (2021) - 2020
- [j7]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) - [j6]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 Large-Scale Cloud Databases. Proc. VLDB Endow. 13(8): 1176-1189 (2020) - [c19]Weibin Meng, Ying Liu, Yuheng Huang, Shenglin Zhang, Federico Zaiter, Bingjin Chen, Dan Pei:
A Semantic-aware Representation Framework for Online Log Analysis. ICCCN 2020: 1-7 - [c18]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. ICCCN 2020: 1-9 - [c17]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 - [c16]Rui Chen, Shenglin Zhang, Dongwen Li, Yuzhe Zhang, Fangrui Guo, Weibin Meng, Dan Pei, Yuzhi Zhang, Xu Chen, Yuqing Liu:
LogTransfer: Cross-System Log Anomaly Detection for Software Systems with Transfer Learning. ISSRE 2020: 37-47 - [c15]Ping Liu, Haowen Xu, Qianyu Ouyang, Rui Jiao, Zhekang Chen, Shenglin Zhang, Jiahai Yang, Linlin Mo, Jice Zeng, Wenman Xue, Dan Pei:
Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks. ISSRE 2020: 48-58 - [c14]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 - [i1]Weibin Meng, Federico Zaiter, Yuheng Huang, Ying Liu, Shenglin Zhang, Yuzhe Zhang, Yichen Zhu, Tianke Zhang, En Wang, Zuomin Ren, Feng Wang, Shimin Tao, Dan Pei:
Summarizing Unstructured Logs in Online Services. CoRR abs/2012.08938 (2020)
2010 – 2019
- 2019
- [c13]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 - [c12]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. IJCAI 2019: 4739-4745 - [c11]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. ISSRE 2019: 35-46 - 2018
- [j5]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) - [j4]Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei, Jun Xu, Yuzhi Zhang, Yu Chen, Hui Dong, Xianping Qu, Lei Song:
PreFix: Switch Failure Prediction in Datacenter Networks. Proc. ACM Meas. Anal. Comput. Syst. 2(1): 2:1-2:29 (2018) - [j3]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 Trans. Serv. Comput. 11(1): 34-48 (2018) - [c10]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. IPCCC 2018: 1-8 - [c9]Minghua Ma, Shenglin Zhang, Dan Pei, Xin Huang, Hongwei Dai:
Robust and Rapid Adaption for Concept Drift in Software System Anomaly Detection. ISSRE 2018: 13-24 - [c8]Weibin Meng, Ying Liu, Shenglin Zhang, Dan Pei, Hui Dong, Lei Song, Xulong Luo:
Device-Agnostic Log Anomaly Classification with Partial Labels. IWQoS 2018: 1-6 - [c7]Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei, Jun Xu, Yuzhi Zhang, Yu Chen, Hui Dong, Xianping Qu, Lei Song:
PreFix: Switch Failure Prediction in Datacenter Networks. SIGMETRICS (Abstracts) 2018: 64-66 - 2017
- [c6]Shenglin Zhang, Weibin Meng, Jiahao Bu, Sen Yang, Ying Liu, Dan Pei, Jun Xu, Yu Chen, Hui Dong, Xianping Qu, Lei Song:
Syslog processing for switch failure diagnosis and prediction in datacenter networks. IWQoS 2017: 1-10 - 2015
- [j2]Ying Liu, Shenglin Zhang, Hongying Liu:
A bottleneck-free model for P4P. Sci. China Inf. Sci. 58(10): 1-15 (2015) - [j1]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. Sci. China Inf. Sci. 58(12): 1-14 (2015) - [c5]Shenglin Zhang, Ying Liu, Dan Pei, Yu Chen, Xianping Qu, Shimin Tao, Zhi Zang:
Rapid and robust impact assessment of software changes in large internet-based services. CoNEXT 2015: 2:1-2:13 - [c4]Hui Su, Tong Li, Ke Xu, Shenglin Zhang, Xiaoliang Wang:
TSP: A traffic sharing platform for mobile networks. IWQoS 2015: 67-68 - 2014
- [c3]Shenglin Zhang, Ying Liu, Dan Pei:
A measurement study on BGP AS path looping (BAPL) behavior. ICCCN 2014: 1-7 - 2013
- [c2]Ying Liu, Shenglin Zhang, Hongying Liu:
An Improved Cooperative Model of P2P and ISP. ICoC 2013: 85-96
2000 – 2009
- 2000
- [c1]Tetsuro Kakeshita, Shenglin Zhang:
The Net Disk Architecture for Dynamic Load Balancing among Disk Arrays. ICPADS 2000: 315-322
Coauthor Index
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