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- affiliation: Tsinghua University, Beijing, China
- affiliation (former): AT&T Inc
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2020 – today
- 2025
[j43]Shenglin Zhang, Ting Xu, Jun Zhu, Yongqian Sun, Pengxiang Jin, Binpeng Shi, Dan Pei:
Privacy-preserving MTS anomaly detection for network devices through federated learning. Inf. Sci. 690: 121590 (2025)- 2024
- [j42]Qingyang Yu
, Nengwen Zhao, Mingjie Li, Zeyan Li, Honglin Wang, Wenchi Zhang, Kaixin Sui, Dan Pei:
A survey on intelligent management of alerts and incidents in IT services. J. Netw. Comput. Appl. 224: 103842 (2024) - [j41]Qianyu Ouyang, Chunhui Shen, Wenlong Yang, Peng Yu, Qiang Xiao, Jianhui Lei, Yadong Chen, Qilu Zhong, Xiang Wang, Yong Lin, Qingyi Meng, Zhicheng Ji, Wei Meng, Cen Zheng, Sheng Wang, Dan Pei, Wei Zhang, Feifei Li, Jingren Zhou:
Lindorm-UWC: An Ultra-Wide-Column Database for Internet of Vehicles. Proc. VLDB Endow. 17(12): 4117-4129 (2024) - [j40]Lei Tao, Xianglin Lu, Shenglin Zhang, Jiaqi Luan, Yingke Li, Mingjie Li, Zeyan Li, Qingyang Yu, Hucheng Xie, Ruijie Xu, Chenyuan Hu, Canqun Yang, Dan Pei:
Diagnosing Performance Issues for Large-Scale Microservice Systems With Heterogeneous Graph. IEEE Trans. Serv. Comput. 17(5): 2223-2235 (2024) - [c147]Zhaoyang Yu, Qianyu Ouyang, Changhua Pei, Xin Wang, Wenxiao Chen, Liangfei Su, Huai Jiang, Xuanrun Wang, Jianhui Li, Dan Pei:
Causality Enhanced Graph Representation Learning for Alert-Based Root Cause Analysis. CCGrid 2024: 77-86 - [c146]Shenglin Zhang, Xiao Xiong, Mengyao Li, Yongqian Sun, Yongxin Zhao, Xia Chen, Bowen Deng, Dan Pei:
Auto-PIP: Real-time Identification of Critical Performance Inflection Points in Software Stress Testing. ISSRE (Workshops) 2024: 25-30 - [c145]Changhua Pei, Zihan Liu, Jianhui Li, Erhan Zhang, Le Zhang, Haiming Zhang, Wei Chen, Dan Pei, Gaogang Xie:
Self-Evolutionary Group-wise Log Parsing Based on Large Language Model. ISSRE 2024: 49-60 - [c144]Haotian Si, Jianhui Li, Changhua Pei, Hang Cui, Jingwen Yang, Yongqian Sun, Shenglin Zhang, Jingjing Li, Haiming Zhang, Jing Han, Dan Pei, Gaogang Xie:
TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models. ISSRE 2024: 61-72 - [c143]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. ISSRE (Workshops) 2024: 61-66 - [c142]Yongqian Sun, Yang Guo, Minghan Liang, Xidao Wen, Junhua Kuang, Shenglin Zhang, Hongbo Li, Kaixu Xia, Dan Pei:
Multivariate Time Series Anomaly Detection based on Pre-trained Models with Dual-Attention Mechanism. ISSRE (Workshops) 2024: 73-78 - [c141]Shenglin Zhang, Zeyu Che, Zhongjie Pan, Xiaohui Nie, Yongqian Sun, Lemeng Pan, Dan Pei:
LabelEase: A Semi-Automatic Tool for Efficient and Accurate Trace Labeling in Microservices. ISSRE 2024: 238-247 - [c140]Zhenhe Yao, Haowei Ye, Changhua Pei, Guang Cheng, Guangpei Wang, Zhiwei Liu, Hongwei Chen, Hang Cui, Zeyan Li, Jianhui Li, Gaogang Xie, Dan Pei:
SparseRCA: Unsupervised Root Cause Analysis in Sparse Microservice Testing Traces. ISSRE 2024: 391-402 - [c139]Guanglei He, Xiaohui Nie, Ruming Tang, Kun Wang, Zhaoyang Yu, Xidao Wen, Kanglin Yin, Dan Pei:
Guardian of the Resiliency: Detecting Erroneous Software Changes Before They Make Your Microservice System Less Fault-Resilient. IWQoS 2024: 1-10 - [c138]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 - [c137]Zhaoyang Yu, Changhua Pei, Xin Wang, Minghua Ma, Chetan Bansal, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang, Xidao Wen, Jianhui Li, Gaogang Xie, Dan Pei:
Pre-trained KPI Anomaly Detection Model Through Disentangled Transformer. KDD 2024: 6190-6201 - [c136]Zhaoyang Yu, Minghua Ma, Chaoyun Zhang, Si Qin, Yu Kang, Chetan Bansal, Saravan Rajmohan, Yingnong Dang, Changhua Pei, Dan Pei, Qingwei Lin, Dongmei Zhang:
MonitorAssistant: Simplifying Cloud Service Monitoring via Large Language Models. SIGSOFT FSE Companion 2024: 38-49 - [c135]Zhenhe Yao, Changhua Pei, Wenxiao Chen, Hanzhang Wang, Liangfei Su, Huai Jiang, Zhe Xie, Xiaohui Nie, Dan Pei:
Chain-of-Event: Interpretable Root Cause Analysis for Microservices through Automatically Learning Weighted Event Causal Graph. SIGSOFT FSE Companion 2024: 50-61 - [c134]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 - [c133]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 - [c132]Zhaoyang Yu, Shenglin Zhang, Mingze Sun, Yingke Li, Yankai Zhao, Xiaolei Hua, Lin Zhu, Xidao Wen, Dan Pei:
Supervised Fine-Tuning for Unsupervised KPI Anomaly Detection for Mobile Web Systems. WWW 2024: 2859-2869 - [c131]Zexin Wang, Changhua Pei, Minghua Ma, Xin Wang, Zhihan Li, Dan Pei, Saravan Rajmohan, Dongmei Zhang, Qingwei Lin, Haiming Zhang, Jianhui Li, Gaogang Xie:
Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective. WWW 2024: 3096-3105 - [i28]Zexin Wang, Changhua Pei, Minghua Ma, Xin Wang, Zhihan Li, Dan Pei, Saravan Rajmohan, Dongmei Zhang, Qingwei Lin, Haiming Zhang, Jianhui Li, Gaogang Xie:
Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective. CoRR abs/2402.02820 (2024) - [i27]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) - [i26]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) - [i25]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) - [i24]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) - [i23]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) - [i22]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) - [i21]Quan Zhou, Changhua Pei, Fei Sun, Jing Han, Zhengwei Gao, Dan Pei, Haiming Zhang, Gaogang Xie, Jianhui Li:
KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks. CoRR abs/2411.00278 (2024) - 2023
- [j39]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. J. Syst. Softw. 203: 111735 (2023) - [j38]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) - [j37]Chunhui Shen, Qianyu Ouyang, Feibo Li, Zhipeng Liu, Longcheng Zhu, Yujie Zou, Qing Su, Tianhuan Yu, Yi Yi, Jianhong Hu, Cen Zheng, Bo Wen, Hanbang Zheng, Lunfan Xu, Sicheng Pan, Bin Wu, Xiao He, Ye Li, Jian Tan, Sheng Wang, Dan Pei, Wei Zhang, Feifei Li:
Lindorm TSDB: A Cloud-native Time-series Database for Large-scale Monitoring Systems. Proc. VLDB Endow. 16(12): 3715-3727 (2023) - [j36]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) - [j35]Weibin Meng, Federico Zaiter, Yuzhe Zhang, Ying Liu, Shenglin Zhang, Shimin Tao, Yichen Zhu, Tao Han, Yongpeng Zhao, En Wang, Yuzhi Zhang, Dan Pei:
LogSummary: Unstructured Log Summarization for Software Systems. IEEE Trans. Netw. Serv. Manag. 20(3): 3803-3815 (2023) - [j34]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) - [j33]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) - [j32]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) - [c130]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 - [c129]Zhaoyang Yu, Changhua Pei, Shenglin Zhang, Xidao Wen, Jianhui Li, Gaogang Xie, Dan Pei:
AutoKAD: Empowering KPI Anomaly Detection with Label-Free Deployment. ISSRE 2023: 13-23 - [c128]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 - [c127]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 - [c126]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 - [c125]Haotian Si, Changhua Pei, Zhihan Li, Yadong Zhao, Jingjing Li, Haiming Zhang, Zulong Diao, Jianhui Li, Gaogang Xie, Dan Pei:
Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly Detection. ESEC/SIGSOFT FSE 2023: 1635-1645 - [c124]Zhe Xie, Changhua Pei, Wanxue Li, Huai Jiang, Liangfei Su, Jianhui Li, Gaogang Xie, Dan Pei:
From Point-wise to Group-wise: A Fast and Accurate Microservice Trace Anomaly Detection Approach. ESEC/SIGSOFT FSE 2023: 1739-1749 - [c123]Zhe Xie, Haowen Xu, Wenxiao Chen, Wanxue Li, Huai Jiang, Liangfei Su, Hanzhang Wang, Dan Pei:
Unsupervised Anomaly Detection on Microservice Traces through Graph VAE. WWW 2023: 2874-2884 - [c122]Qingyang Yu, Changhua Pei, Bowen Hao, Mingjie Li, Zeyan Li, Shenglin Zhang, Xianglin Lu, Rui Wang, Jiaqi Li, Zhenyu Wu, Dan Pei:
CMDiagnostor: An Ambiguity-Aware Root Cause Localization Approach Based on Call Metric Data. WWW 2023: 2937-2947 - [i20]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) - [i19]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) - [i18]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) - [i17]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) - [i16]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) - [i15]Haotian Si, Changhua Pei, Zhihan Li, Yadong Zhao, Jingjing Li, Haiming Zhang, Zulong Diao, Jianhui Li, Gaogang Xie, Dan Pei:
Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly Detection. CoRR abs/2308.08915 (2023) - [i14]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
- [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 ATC 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, Zimu Li, Thomas Moscibroda:
Characterizing and Improving WiFi Latency in Large-Scale Operational Networks. MobiSys 2016: 347-360 - [c51]Jianxun Cao, Dan Pei, Zhelun Wu, Xiaoping Zhang, Beichuan Zhang, Lan Wang, Youjian Zhao:
Improving the freshness of NDN forwarding states. Networking 2016: 189-197 - [c50]Guo Chen, Yuanwei Lu, Yuan Meng, Bojie Li, Kun Tan, Dan Pei, Peng Cheng, Layong Luo, Yongqiang Xiong, Xiaoliang Wang, Youjian Zhao:
Fast and Cautious: Leveraging Multi-path Diversity for Transport Loss Recovery in Data Centers. USENIX ATC 2016: 29-42 - 2015
- [j12]Guo Chen, Youjian Zhao, Dan Pei:
Alleviating flow interference in data center networks through fine-grained switch queue management. Comput. Networks 91: 593-613 (2015) - [c49]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 - [c48]Menghan Li, Dan Pei, Xiaoping Zhang, Beichuan Zhang, Ke Xu:
NDN Live Video Broadcasting over Wireless LAN. ICCCN 2015: 1-7 - [c47]Guo Chen, Youjian Zhao, Dan Pei, Dan Li:
Rewiring 2 Links Is Enough: Accelerating Failure Recovery in Production Data Center Networks. ICDCS 2015: 569-578 - [c46]Ming Zhu, Dan Li, Ying Liu, Dan Pei, K. K. Ramakrishnan, Lili Liu, Jianping Wu:
MIFO: Multi-path Interdomain Forwarding. ICPP 2015: 180-189 - [c45]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 - [c44]Kaixin Sui, Youjian Zhao, Dan Pei, Zimu Li:
How bad are the rogues' impact on enterprise 802.11 network performance? INFOCOM 2015: 361-369 - [c43]Dapeng Liu, Youjian Zhao, Dan Pei, Chengbin Quan, Qingqian Tao, Pei Wang, Xiyang Chen, Dai Tan, Xiaowei Jing, Mei Feng:
Narrowing down the debugging space of slow search response time. IPCCC 2015: 1 - [c42]Dapeng Liu, Youjian Zhao, Kaixin Sui, Shiwen Cheng, Dan Pei, Chengbin Quan, Jiao Luo, Xiaowei Jing, Mei Feng:
Learning thresholds for PV change detection from operators' labels. IPCCC 2015: 1-9 - 2014
- [j11]Yaodong Zhang, Yue Wang, Dan Pei, Jian Yuan:
Multi-AS cooperative incoming traffic engineering in a transit-edge separate internet. Comput. Networks 73: 112-127 (2014) - [j10]Kai Chen, David R. Choffnes, Rahul Potharaju, Yan Chen, Fabian E. Bustamante, Dan Pei, Yao Zhao:
Where the Sidewalk Ends: Extending the Internet AS Graph Using Traceroutes from P2P Users. IEEE Trans. Computers 63(4): 1021-1036 (2014) - [c41]Dapeng Liu, Dan Pei, Youjian Zhao:
Application-aware latency monitoring for cloud tenants via CloudWatch+. CNSM 2014: 73-81 - [c40]Shenglin Zhang, Ying Liu, Dan Pei:
A measurement study on BGP AS path looping (BAPL) behavior. ICCCN 2014: 1-7 - [c39]Guo Chen, Dan Pei, Youjian Zhao:
CQRD: A switch-based approach to flow interference in Data Center Networks. LCN 2014: 107-115 - [c38]Tongqing Qiu, Zihui Ge, Dan Pei, Jia Wang, Jun (Jim) Xu:
NetSearch: Googling large-scale network management data. Networking 2014: 1-9 - [c37]Guo Chen, Dan Pei, Youjian Zhao, Yongqian Sun:
Designing Buffer Capacity of Crosspoint-Queued Switch. NPC 2014: 35-48 - 2012
- [j9]He Yan, Lee Breslau, Zihui Ge, Daniel Massey, Dan Pei, Jennifer Yates:
G-RCA: a generic root cause analysis platform for service quality management in large IP networks. IEEE/ACM Trans. Netw. 20(6): 1734-1747 (2012) - [c36]Suk-Bok Lee, Dan Pei, MohammadTaghi Hajiaghayi, Ioannis Pefkianakis, Songwu Lu, He Yan, Zihui Ge, Jennifer Yates, Mario Kosseifi:
Threshold compression for 3G scalable monitoring. INFOCOM 2012: 1350-1358 - [c35]Amir R. Khakpour, Joshua W. Hulst, Zihui Ge, Alex X. Liu, Dan Pei, Jia Wang:
Firewall fingerprinting. INFOCOM 2012: 1728-1736 - 2011
- [j8]Jeffrey Erman, Alexandre Gerber, Mohammad Taghi Hajiaghayi, Dan Pei, Subhabrata Sen, Oliver Spatscheck:
To Cache or Not to Cache: The 3G Case. IEEE Internet Comput. 15(2): 27-34 (2011) - [c34]Saeed Alaei, Mohammad Taghi Hajiaghayi, Vahid Liaghat, Dan Pei, Barna Saha:
AdCell: Ad Allocation in Cellular Networks. ESA 2011: 311-322 - [c33]MohammadHossein Bateni, Mohammad Taghi Hajiaghayi, Sina Jafarpour, Dan Pei:
Towards an efficient algorithmic framework for pricing cellular data service. INFOCOM 2011: 581-585 - [c32]Suk-Bok Lee, Dan Pei, MohammadTaghi Hajiaghayi, Ioannis Pefkianakis, Songwu Lu, He Yan, Zihui Ge, Jennifer Yates, Mario Kosseifi:
Scalable monitoring via threshold compression in a large operational 3G network. SIGMETRICS 2011: 135-136 - [i1]Saeed Alaei, Mohammad Taghi Hajiaghayi, Vahid Liaghat, Dan Pei, Barna Saha:
AdCell: Ad Allocation in Cellular Networks. CoRR abs/1112.5396 (2011) - 2010
- [j7]Ricardo V. Oliveira, Dan Pei, Walter Willinger, Beichuan Zhang, Lixia Zhang:
The (in)completeness of the observed internet AS-level structure. IEEE/ACM Trans. Netw. 18(1): 109-122 (2010) - [c31]He Yan, Lee Breslau, Zihui Ge, Daniel Massey, Dan Pei, Jennifer Yates:
G-RCA: a generic root cause analysis platform for service quality management in large IP networks. CoNEXT 2010: 5 - [c30]Tongqing Qiu, Lusheng Ji, Dan Pei, Jia Wang, Jun (Jim) Xu:
TowerDefense: Deployment strategies for battling against IP prefix hijacking. ICNP 2010: 134-143 - [c29]Tongqing Qiu, Zihui Ge, Dan Pei, Jia Wang, Jun (Jim) Xu:
What happened in my network: mining network events from router syslogs. Internet Measurement Conference 2010: 472-484
2000 – 2009
- 2009
- [j6]Ricardo V. Oliveira, Beichuan Zhang, Dan Pei, Lixia Zhang:
Quantifying path exploration in the internet. IEEE/ACM Trans. Netw. 17(2): 445-458 (2009) - [c28]Kai Chen, David R. Choffnes, Rahul Potharaju, Yan Chen, Fabian E. Bustamante, Dan Pei, Yao Zhao:
Where the sidewalk ends: extending the internet as graph using traceroutes from P2P users. CoNEXT 2009: 217-228 - [c27]Charles R. Kalmanek, Ihui Ge, Seungjoon Lee, Carsten Lund, Dan Pei, Joseph Seidel, Jacobus E. van der Merwe, Jennifer Ates:
Darkstar: Using exploratory data mining to raise the bar on network reliability and performance. DRCN 2009: 1-10 - [c26]Yao Zhao, Zhaosheng Zhu, Yan Chen, Dan Pei, Jia Wang:
Towards Efficient Large-Scale VPN Monitoring and Diagnosis under Operational Constraints. INFOCOM 2009: 531-539 - [c25]Elliott Karpilovsky, Alexandre Gerber, Dan Pei, Jennifer Rexford, Aman Shaikh:
Quantifying the Extent of IPv6 Deployment. PAM 2009: 13-22 - [c24]Tongqing Qiu, Lusheng Ji, Dan Pei, Jia Wang, Jun (Jim) Xu, Hitesh Ballani:
Locating Prefix Hijackers using LOCK. USENIX Security Symposium 2009: 135-150 - [c23]Jeffrey Erman, Alexandre Gerber, Mohammad Taghi Hajiaghayi, Dan Pei, Oliver Spatscheck:
Network-aware forward caching. WWW 2009: 291-300 - 2008
- [c22]Franck Le, Geoffrey G. Xie, Dan Pei, Jia Wang, Hui Zhang:
Shedding light on the glue logic of the internet routing architecture. SIGCOMM 2008: 39-50 - [c21]Changhoon Kim, Alexandre Gerber, Carsten Lund, Dan Pei, Subhabrata Sen:
Scalable VPN routing via relaying. SIGMETRICS 2008: 61-72 - [c20]Ricardo V. Oliveira, Dan Pei, Walter Willinger, Beichuan Zhang, Lixia Zhang:
In search of the elusive ground truth: the internet's as-level connectivity structure. SIGMETRICS 2008: 217-228 - 2007
- [c19]Lan Wang, Malleswari Saranu, Joel Gottlieb, Dan Pei:
Understanding BGP Session Failures in a Large ISP. INFOCOM 2007: 348-356 - [c18]Changxi Zheng, Lusheng Ji, Dan Pei, Jia Wang, Paul Francis:
A light-weight distributed scheme for detecting ip prefix hijacks in real-time. SIGCOMM 2007: 277-288 - [c17]Patrick Verkaik, Dan Pei, Tom Scholl, Aman Shaikh, Alex C. Snoeren, Jacobus E. van der Merwe:
Wresting Control from BGP: Scalable Fine-Grained Route Control. USENIX ATC 2007: 295-308 - 2006
- [j5]Dan Pei, Beichuan Zhang, Daniel Massey, Lixia Zhang:
An analysis of convergence delay in path vector routing protocols. Comput. Networks 50(3): 398-421 (2006) - [c16]Ricardo V. Oliveira, Beichuan Zhang, Dan Pei, Rafit Izhak-Ratzin, Lixia Zhang:
Quantifying path exploration in the internet. Internet Measurement Conference 2006: 269-282 - [c15]Dan Pei, Jacobus E. van der Merwe:
BGP convergence in virtual private networks. Internet Measurement Conference 2006: 283-288 - [c14]Mohit Lad, Daniel Massey, Dan Pei, Yiguo Wu, Beichuan Zhang, Lixia Zhang:
PHAS: A Prefix Hijack Alert System. USENIX Security Symposium 2006 - 2005
- [j4]Dan Pei, Matt Azuma, Daniel Massey, Lixia Zhang:
BGP-RCN: improving BGP convergence through root cause notification. Comput. Networks 48(2): 175-194 (2005) - [c13]Hyo-Jeong Shin, Dan Pei, Mohit Lad, Yanghee Choi, Lixia Zhang:
The impact of multi-homing on network reliability and stability: a case study. ICCCN 2005: 543-548 - [c12]Beichuan Zhang, Dan Pei, Daniel Massey, Lixia Zhang:
Timer Interaction in Route Flap Damping. ICDCS 2005: 393-403 - 2004
- [j3]Dan Pei, Lixia Zhang, Daniel Massey:
A framework for resilient Internet routing protocols. IEEE Netw. 18(2): 5-12 (2004) - [c11]Dan Pei, Xiaoliang Zhao, Daniel Massey, Lixia Zhang:
A Study of BGP Path Vector Route Looping Behavior. ICDCS 2004: 720-729 - 2003
- [j2]Lan Wang, Xiaoliang Zhao, Dan Pei, Randy Bush, Daniel Massey, Lixia Zhang:
Protecting BGP Routes to Top-Level DNS Servers. IEEE Trans. Parallel Distributed Syst. 14(9): 851-860 (2003) - [c10]Xiaoliang Zhao, Daniel Massey, Shyhtsun Felix Wu, Mohit Lad, Dan Pei, Lan Wang, Lixia Zhang:
Understanding BGP Behavior through a Study of DoD Prefixes. DISCEX (1) 2003: 214-225 - [c9]Dan Pei, Lan Wang, Daniel Massey, Shyhtsun Felix Wu, Lixia Zhang:
A Study of Packet Delivery Performance during Routing Convergence. DSN 2003: 183-192 - [c8]Soon Tee Teoh, Kwan-Liu Ma, Shyhtsun Felix Wu, Daniel Massey, Xiaoliang Zhao, Dan Pei, Lan Wang, Lixia Zhang, Randy Bush:
Visual-Based Anomaly Detection for BGP Origin AS Change (OASC) Events. DSOM 2003: 155-168 - [c7]Dan Pei, Daniel Massey, Lixia Zhang:
Detection of invalid routing announcements in RIP protocol. GLOBECOM 2003: 1450-1455 - [c6]Lan Wang, Xiaoliang Zhao, Dan Pei, Randy Bush, Daniel Massey, Allison Mankin, Shyhtsun Felix Wu, Lixia Zhang:
Protecting BGP Routes to Top Level DNS Servers. ICDCS 2003: 322-331 - [c5]Xiaoliang Zhao, Daniel Massey, Dan Pei, Lixia Zhang:
A study on the routing convergence of Latin American networks. LANC 2003: 35-43 - 2002
- [c4]Xiaoliang Zhao, Dan Pei, Lan Wang, Daniel Massey, Allison Mankin, Shyhtsun Felix Wu, Lixia Zhang:
Detection of Invalid Routing Announcement in the Internet. DSN 2002: 59-68 - [c3]Lan Wang, Xiaoliang Zhao, Dan Pei, Randy Bush, Daniel Massey, Allison Mankin, Shyhtsun Felix Wu, Lixia Zhang:
Observation and analysis of BGP behavior under stress. Internet Measurement Workshop 2002: 183-195 - [c2]Dan Pei, Xiaoliang Zhao, Lan Wang, Daniel Massey, Allison Mankin, Shyhtsun Felix Wu, Lixia Zhang:
Improving BGP Convergence Through Consistency Assertions. INFOCOM 2002: 902-911 - 2001
- [c1]Xiaoliang Zhao, Dan Pei, Lan Wang, Daniel Massey, Allison Mankin, Shyhtsun Felix Wu, Lixia Zhang:
An analysis of BGP multiple origin AS (MOAS) conflicts. Internet Measurement Workshop 2001: 31-35
1990 – 1999
- 1999
- [j1]Dan Pei, Dongsheng Wang, Youhui Zhang, Meiming Shen:
Quasi-Asynchronous Migration: A Novel Migration Protocol for PVM Tasks. ACM SIGOPS Oper. Syst. Rev. 33(2): 5-14 (1999)
Coauthor Index
[j43] [j40] [c146] [c144] [c143] [c142] [c141] [c138] [c134] [c133] [c132] [i27] [i26] [i25] [i24] [i23] [j36] [j35] [j34] [j33] [j32] [c130] [c129] [c128] [c127] [c126] [c122] [i19] [i17] [i16] [i14] [j31] [j29] [j28] [c121] [c119] [c118] [c115] [i11] [j27] [c114] [c112] [c107] [i8] [j26] [j25] [c106] [c105] [c96] [c95] [c94] [c93] [i7] [c89] [c88] [c85] [j21] [j19] [j17] [c77] [c74] [c72] [c70] [c62] [c49] [c40]
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