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- affiliation: Tsinghua University, Beijing, China
- affiliation (former): AT&T Inc
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2020 – today
- 2023
[i15]Yongqi Han, Qingfeng Du, Jincheng Xu, Shengjie Zhao, Zhekang Chen, Li Cao, Kanglin Yin, Dan Pei:
LWS: A Framework for Log-based Workload Simulation in Session-based SUT. CoRR abs/2301.08851 (2023)- [i14]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) - 2022
- [j31]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) - [j30]Zhihan Li, Youjian Zhao, Yitong Geng, Zhanxiang Zhao
, Hanzhang Wang, Wenxiao Chen, Huai Jiang, Amber Vaidya, Liangfei Su, Dan Pei:
Situation-Aware Multivariate Time Series Anomaly Detection Through Active Learning and Contrast VAE-Based Models in Large Distributed Systems. IEEE J. Sel. Areas Commun. 40(9): 2746-2765 (2022) - [j29]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) - [j28]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) - [c121]Xianglin Lu, Zhe Xie, Zeyan Li, Mingjie Li, Xiaohui Nie, Nengwen Zhao, Qingyang Yu, Shenglin Zhang, Kaixin Sui, Lin Zhu, Dan Pei:
Generic and Robust Performance Diagnosis via Causal Inference for OLTP Database Systems. CCGRID 2022: 655-664 - [c120]Mingjie Li, Minghua Ma, Xiaohui Nie, Kanglin Yin, Li Cao, Xidao Wen, Zhiyun Yuan, Duogang Wu, Guoying Li, Wei Liu, Xin Yang, Dan Pei:
Mining Fluctuation Propagation Graph Among Time Series with Active Learning. DEXA (1) 2022: 220-233 - [c119]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 - [c118]Xuanrun Wang, Kanglin Yin, Qianyu Ouyang, Xidao Wen, Shenglin Zhang, Wenchi Zhang, Li Cao, Jiuxue Han, Xing Jin, Dan Pei:
Identifying Erroneous Software Changes through Self-Supervised Contrastive Learning on Time Series Data. ISSRE 2022: 366-377 - [c117]Mingjie Li, Zeyan Li, Kanglin Yin, Xiaohui Nie, Wenchi Zhang, Kaixin Sui, Dan Pei:
Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition. KDD 2022: 3230-3240 - [c116]Zeyan Li, Nengwen Zhao, Mingjie Li, Xianglin Lu, Lixin Wang, Dongdong Chang, Xiaohui Nie, Li Cao, Wenchi Zhang, Kaixin Sui, Yanhua Wang, Xu Du, Guoqiang Duan, Dan Pei:
Actionable and interpretable fault localization for recurring failures in online service systems. ESEC/SIGSOFT FSE 2022: 996-1008 - [c115]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 - [i13]Mingjie Li, Zeyan Li, Kanglin Yin, Xiaohui Nie, Wenchi Zhang, Kaixin Sui, Dan Pei:
Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition. CoRR abs/2206.05871 (2022) - [i12]Zeyan Li, Nengwen Zhao, Mingjie Li, Xianglin Lu, Lixin Wang, Dongdong Chang, Xiaohui Nie, Li Cao, Wenzhi Zhang, Kaixin Sui, Yanhua Wang, Xu Du, Guoqiang Duan, Dan Pei:
Actionable and Interpretable Fault Localization for Recurring Failures in Online Service Systems. CoRR abs/2207.09021 (2022) - [i11]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) - 2021
- [j27]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) - [c114]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 - [c113]Canhua Wu, Nengwen Zhao, Lixin Wang, Xiaoqin Yang, Shining Li, Ming Zhang, Xing Jin, Xidao Wen, Xiaohui Nie, Wenchi Zhang, Kaixin Sui, Dan Pei:
Identifying Root-Cause Metrics for Incident Diagnosis in Online Service Systems. ISSRE 2021: 91-102 - [c112]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 - [c111]Zeyan Li, Junjie Chen, Rui Jiao, Nengwen Zhao, Zhijun Wang, Shuwei Zhang, Yanjun Wu, Long Jiang, Leiqin Yan, Zikai Wang, Zhekang Chen, Wenchi Zhang, Xiaohui Nie, Kaixin Sui, Dan Pei:
Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS 2021: 1-10 - [c110]Zhihan Li, Youjian Zhao, Jiaqi Han, Ya Su, Rui Jiao, Xidao Wen, Dan Pei:
Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding. KDD 2021: 3220-3230 - [c109]Nengwen Zhao, Junjie Chen, Zhaoyang Yu, Honglin Wang, Jiesong Li, Bin Qiu, Hongyu Xu, Wenchi Zhang, Kaixin Sui, Dan Pei:
Identifying bad software changes via multimodal anomaly detection for online service systems. ESEC/SIGSOFT FSE 2021: 527-539 - [c108]Nengwen Zhao, Honglin Wang, Zeyan Li, Xiao Peng, Gang Wang, Zhu Pan, Yong Wu, Zhen Feng, Xidao Wen, Wenchi Zhang, Kaixin Sui, Dan Pei:
An empirical investigation of practical log anomaly detection for online service systems. ESEC/SIGSOFT FSE 2021: 1404-1415 - [c107]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 - [i10]Mingjie Li, Xiaoying Bai, Minghua Ma, Dan Pei:
DockerMock: Pre-Build Detection of Dockerfile Faults through Mocking Instruction Execution. CoRR abs/2104.05490 (2021) - [i9]Wenxiao Chen, Xiaohui Nie, Mingliang Li, Dan Pei:
DOI: Divergence-based Out-of-Distribution Indicators via Deep Generative Models. CoRR abs/2108.05509 (2021) - [i8]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
- [j26]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) - [j25]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) - [c106]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 - [c105]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 - [c104]Yao Wang, Zhaowei Wang, Zejun Xie, Nengwen Zhao, Junjie Chen, Wenchi Zhang, Kaixin Sui, Dan Pei:
Practical and White-Box Anomaly Detection through Unsupervised and Active Learning. ICCCN 2020: 1-9 - [c103]Wenxiao Chen, Wenda Liu, Zhenting Cai, Haowen Xu, Dan Pei:
VAEPP: Variational Autoencoder with a Pull-Back Prior. ICONIP (3) 2020: 366-379 - [c102]Haowen Xu, Wenxiao Chen, Jinlin Lai, Zhihan Li, Youjian Zhao, Dan Pei:
Shallow VAEs with RealNVP Prior can Perform as Well as Deep Hierarchical VAEs. ICONIP (5) 2020: 650-659 - [c101]Nengwen Zhao, Junjie Chen, Xiao Peng, Honglin Wang, Xinya Wu, Yuanzong Zhang, Zikai Chen, Xiangzhong Zheng, Xiaohui Nie, Gang Wang, Yong Wu, Fang Zhou, Wenchi Zhang, Kaixin Sui, Dan Pei:
Understanding and handling alert storm for online service systems. ICSE (SEIP) 2020: 162-171 - [c100]Nengwen Zhao, Junjie Chen, Xiao Peng, Honglin Wang, Xinya Wu, Yuanzong Zhang, Zikai Chen, Xiangzhong Zheng, Xiaohui Nie, Gang Wang, Yong Wu, Fang Zhou, Wenchi Zhang, Kaixin Sui, Dan Pei:
Understanding and handling alert storm for online service systems. ICSE (Companion Volume) 2020: 262-263 - [c99]Zhihan Li, Youjian Zhao, Haowen Xu, Wenxiao Chen, Shangqing Xu, Yilin Li, Dan Pei:
Unsupervised Clustering through Gaussian Mixture Variational AutoEncoder with Non-Reparameterized Variational Inference and Std Annealing. IJCNN 2020: 1-8 - [c98]Nengwen Zhao, Panshi Jin, Lixin Wang, Xiaoqin Yang, Rong Liu, Wenchi Zhang, Kaixin Sui, Dan Pei:
Automatically and Adaptively Identifying Severe Alerts for Online Service Systems. INFOCOM 2020: 2420-2429 - [c97]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 - [c96]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 - [c95]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 - [c94]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 - [c93]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 - [c92]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 - [c91]Nengwen Zhao, Junjie Chen, Zhou Wang, Xiao Peng, Gang Wang, Yong Wu, Fang Zhou, Zhen Feng, Xiaohui Nie, Wenchi Zhang, Kaixin Sui, Dan Pei:
Real-time incident prediction for online service systems. ESEC/SIGSOFT FSE 2020: 315-326 - [i7]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
- [j24]Xiaohui Nie, Youjian Zhao, Zhihan Li, Guo Chen, Kaixin Sui, Jiyang Zhang, Zijie Ye, Dan Pei:
Dynamic TCP Initial Windows and Congestion Control Schemes Through Reinforcement Learning. IEEE J. Sel. Areas Commun. 37(6): 1231-1247 (2019) - [j23]Nengwen Zhao, Jing Zhu, Yao Wang, Minghua Ma, Wenchi Zhang, Dapeng Liu, Ming Zhang, Dan Pei:
Automatic and Generic Periodicity Adaptation for KPI Anomaly Detection. IEEE Trans. Netw. Serv. Manag. 16(3): 1170-1183 (2019) - [j22]Kai Zhao, Zhen Tu, Fengli Xu, Yong Li, Pengyu Zhang, Dan Pei, Li Su, Depeng Jin:
Walking Without Friends: Publishing Anonymized Trajectory Dataset Without Leaking Social Relationships. IEEE Trans. Netw. Serv. Manag. 16(3): 1212-1225 (2019) - [c90]Yan Lu, Yuanchao Shu, Xu Tan, Yunxin Liu, Mengyu Zhou, Qi Chen, Dan Pei:
Collaborative learning between cloud and end devices: an empirical study on location prediction. SEC 2019: 139-151 - [c89]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 - [c88]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 - [c87]Nengwen Zhao, Jing Zhu, Rong Liu, Dapeng Liu, Ming Zhang, Dan Pei:
Label-Less: A Semi-Automatic Labelling Tool for KPI Anomalies. INFOCOM 2019: 1882-1890 - [c86]Wenxiao Chen, Haowen Xu, Zeyan Li, Dan Pei, Jie Chen, Honglin Qiao, Yang Feng, Zhaogang Wang:
Unsupervised Anomaly Detection for Intricate KPIs via Adversarial Training of VAE. INFOCOM 2019: 1891-1899 - [c85]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 - [c84]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 - [c83]Ya Su, Youjian Zhao, Wentao Xia, Rong Liu, Jiahao Bu, Jing Zhu, Yuanpu Cao, Haibin Li, Chenhao Niu, Yiyin Zhang, Zhaogang Wang, Dan Pei:
CoFlux: robustly correlating KPIs by fluctuations for service troubleshooting. IWQoS 2019: 13:1-13:10 - [c82]Ya Su, Youjian Zhao, Chenhao Niu, Rong Liu, Wei Sun, Dan Pei:
Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network. KDD 2019: 2828-2837 - [c81]Changhua Pei, Yi Zhang, Yongfeng Zhang, Fei Sun, Xiao Lin, Hanxiao Sun, Jian Wu, Peng Jiang, Junfeng Ge, Wenwu Ou, Dan Pei:
Personalized re-ranking for recommendation. RecSys 2019: 3-11 - [i6]Changhua Pei, Yi Zhang, Yongfeng Zhang, Fei Sun, Xiao Lin, Hanxiao Sun, Jian Wu, Peng Jiang, Wenwu Ou, Dan Pei:
Personalized Context-aware Re-ranking for E-commerce Recommender Systems. CoRR abs/1904.06813 (2019) - [i5]Haowen Xu, Wenxiao Chen, Jinlin Lai, Zhihan Li, Youjian Zhao, Dan Pei:
On the Necessity and Effectiveness of Learning the Prior of Variational Auto-Encoder. CoRR abs/1905.13452 (2019) - [i4]Justin Cosentino, Federico Zaiter, Dan Pei, Jun Zhu:
The Search for Sparse, Robust Neural Networks. CoRR abs/1912.02386 (2019) - 2018
- [j21]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) - [j20]Xiuping Han, Zhi Wang, Dan Pei:
无线网络用户的Wi-Fi指纹匿名化研究 (Study on Wi-Fi Fingerprint Anonymization for Users in Wireless Networks). 计算机科学 45(8): 7-12 (2018) - [j19]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) - [j18]Guo Chen, Yuanwei Lu, Yuan Meng, Bojie Li, Kun Tan, Dan Pei, Peng Cheng, Layong Luo, Yongqiang Xiong, Xiaoliang Wang, Youjian Zhao:
FUSO: Fast Multi-Path Loss Recovery for Data Center Networks. IEEE/ACM Trans. Netw. 26(3): 1376-1389 (2018) - [j17]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) - [c80]Xiaoying Bai, Dan Pei, Mingjie Li, Shanshan Li:
The DevOps Lab Platform for Managing Diversified Projects in Educating Agile Software Engineering. FIE 2018: 1-5 - [c79]Xiuping Han, Zhi Wang, Dan Pei:
Preventing Wi-Fi Privacy Leakage: A User Behavioral Similarity Approach. ICC 2018: 1-6 - [c78]Xiaoying Bai, Mingjie Li, Dan Pei, Shanshan Li, Deming Ye:
Continuous delivery of personalized assessment and feedback in agile software engineering projects. ICSE (SEET) 2018: 58-67 - [c77]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 - [c76]Zeyan Li, Wenxiao Chen, Dan Pei:
Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder. IPCCC 2018: 1-9 - [c75]Guoshun Nan, Xiuquan Qiao, Jiting Wang, Zeyan Li, Jiahao Bu, Changhua Pei, Mengyu Zhou, Dan Pei:
The Frame Latency of Personalized Livestreaming Can Be Significantly Slowed Down by WiFi. IPCCC 2018: 1-8 - [c74]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 - [c73]Zhihan Li, Youjian Zhao, Rong Liu, Dan Pei:
Robust and Rapid Clustering of KPIs for Large-Scale Anomaly Detection. IWQoS 2018: 1-10 - [c72]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 - [c71]Xiaohui Nie, Youjian Zhao, Dan Pei, Guo Chen, Kaixin Sui, Jiyang Zhang:
Reducing Web Latency Through Dynamically Setting TCP Initial Window with Reinforcement Learning. IWQoS 2018: 1-10 - [c70]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 - [c69]Haowen Xu, Wenxiao Chen, Nengwen Zhao, Zeyan Li, Jiahao Bu, Zhihan Li, Ying Liu, Youjian Zhao, Dan Pei, Yang Feng, Jie Chen, Zhaogang Wang, Honglin Qiao:
Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications. WWW 2018: 187-196 - [i3]Haowen Xu, Wenxiao Chen, Nengwen Zhao, Zeyan Li, Jiahao Bu, Zhihan Li, Ying Liu, Youjian Zhao, Dan Pei, Yang Feng, Jie Chen, Zhaogang Wang, Honglin Qiao:
Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications. CoRR abs/1802.03903 (2018) - 2017
- [j16]Menghan Li, Dan Pei, Xiaoping Zhang, Beichuan Zhang, Ke Xu:
Interest-suppression-based NDN live video broadcasting over wireless LAN. Frontiers Comput. Sci. 11(4): 675-687 (2017) - [j15]Alex X. Liu, Amir R. Khakpour, Joshua W. Hulst, Zihui Ge, Dan Pei, Jia Wang:
Firewall Fingerprinting and Denial of Firewalling Attacks. IEEE Trans. Inf. Forensics Secur. 12(7): 1699-1712 (2017) - [j14]Guo Chen, Youjian Zhao, Hailiang Xu, Dan Pei, Dan Li:
𝔽2 Tree: Rapid Failure Recovery for Routing in Production Data Center Networks. IEEE/ACM Trans. Netw. 25(4): 1940-1953 (2017) - [c68]Mengyu Zhou, Dan Pei, Kaixin Sui, Thomas Moscibroda:
Mining crowd mobility and WiFi hotspots on a densely-populated campus. UbiComp/ISWC Adjunct 2017: 427-431 - [c67]Changhua Pei, Youjian Zhao, Guo Chen, Yuan Meng, Yang Liu, Ya Su, Yaodong Zhang, Ruming Tang, Dan Pei:
How Much Are Your Neighbors Interfering with Your WiFi Delay? ICCCN 2017: 1-9 - [c66]Changhua Pei, Zhi Wang, Youjian Zhao, Zihan Wang, Yuan Meng, Dan Pei, Yuanquan Peng, Wenliang Tang, Xiaodong Qu:
Why it takes so long to connect to a WiFi access point. INFOCOM 2017: 1-9 - [c65]Xiaohui Nie, Youjian Zhao, Guo Chen, Kaixin Sui, Yazheng Chen, Dan Pei, Miao Zhang, Jiyang Zhang:
TCP WISE: One initial congestion window is not enough. IPCCC 2017: 1-8 - [c64]Minghua Ma, Kai Zhao, Kaixin Sui, Lei Xu, Yong Li, Dan Pei:
You can hide, but your periodic schedule can't. IWQoS 2017: 1-6 - [c63]Changhua Pei, Youjian Zhao, Yunxin Liu, Kun Tan, Jiansong Zhang, Yuan Meng, Dan Pei:
Latency-based WiFi congestion control in the air for dense WiFi networks. IWQoS 2017: 1-10 - [c62]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 - [i2]Changhua Pei, Zhi Wang, Youjian Zhao, Zihan Wang, Yuan Meng, Dan Pei, Yuanquan Peng, Wenliang Tang, Xiaodong Qu:
Why It Takes So Long to Connect to a WiFi Access Point. CoRR abs/1701.02528 (2017) - 2016
- [j13]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) - [c61]Mengyu Zhou, Minghua Ma, Yangkun Zhang, Kaixin Sui, Dan Pei, Thomas Moscibroda:
EDUM: classroom education measurements via large-scale WiFi networks. UbiComp 2016: 316-327 - [c60]Jianxun Cao, Dan Pei, Xiaoping Zhang, Beichuan Zhang, Youjian Zhao:
Fetching Popular Data from the Nearest Replica in NDN. ICCCN 2016: 1-9 - [c59]Dapeng Liu, Youjian Zhao, Kaixin Sui, Lei Zou, Dan Pei, Qingqian Tao, Xiyang Chen, Dai Tan:
FOCUS: Shedding light on the high search response time in the wild. INFOCOM 2016: 1-9 - [c58]Changhua Pei, Youjian Zhao, Guo Chen, Ruming Tang, Yuan Meng, Minghua Ma, Ken Ling, Dan Pei:
WiFi can be the weakest link of round trip network latency in the wild. INFOCOM 2016: 1-9 - [c57]Xiaohui Nie, Youjian Zhao, Kaixin Sui, Dan Pei, Yu Chen, Xianping Qu:
Mining causality graph for automatic web-based service diagnosis. IPCCC 2016: 1-8 - [c56]Menghan Li, Dan Pei, Xiaoping Zhang, Beichuan Zhang, Zhi Wang, Hailiang Xu, Zihan Wang:
M3: Practical and reliable multi-layer video multicast over multi-rate Wi-Fi network. IWQoS 2016: 1-10 - [c55]Kaixin Sui, Youjian Zhao, Dapeng Liu, Minghua Ma, Lei Xu, Zimu Li, Dan Pei:
Your trajectory privacy can be breached even if you walk in groups. IWQoS 2016: 1-6 - [c54]Kaixin Sui, Siqi Sun, Yousef Azzabi, Xiaoping Zhang, Youjian Zhao, Jilong Wang, Zimu Li, Dan Pei:
Understanding the Impact of AP Density on WiFi Performance Through Real-World Deployment. LANMAN 2016: 1-6 - [c53]Mengyu Zhou, Kaixin Sui, Minghua Ma, Youjian Zhao, Dan Pei, Thomas Moscibroda:
MobiCamp: a Campus-wide Testbed for Studying Mobile Physical Activities. WPA@MobiSys 2016: 1-6 - [c52]Kaixin Sui, Mengyu Zhou, Dapeng Liu, Minghua Ma, Dan Pei, Youjian Zhao,