Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

Ya Su, Youjian Zhao, Chenhao Niu, +3

Anomaly DetectionMachine LearningEngineeringFault ForecastingData Science +19

LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs

Weibin Meng, Ying Liu, Yichen Zhu, +8

Anomaly DetectionEngineeringSoftware AnalysisCorpus LinguisticsText Mining +21

Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding

Zhihan Li, Youjian Zhao, Jiaqi Han, +4

Anomaly DetectionMachine LearningEngineeringAutoencodersMts Anomaly Interpretation +17

Opprentice

Dapeng Liu, Youjian Zhao, Haowen Xu, +5

Anomaly DetectionMachine LearningEngineeringMachine Learning ToolInformation Retrieval +14

Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks

Ping Liu, Haowen Xu, Qianyu Ouyang, +8

Artificial IntelligenceAnomaly DetectionMachine LearningEngineeringMachine Learning Tool +15

The (In)Completeness of the Observed Internet AS-level Structure

Ricardo Oliveira, Dan Pei, Walter Willinger, +2

IEEE/ACM Transactions on Networking

Network ScienceEngineeringData ScienceNetwork AlgorithmInternet Science +11

Personalized re-ranking for recommendation

Changhua Pei, Yi Zhang, Yongfeng Zhang, +8

Ranking AlgorithmEngineeringMachine LearningLearning To RankText Mining +14

To Cache or Not to Cache: The 3G Case

Jeffrey Erman, Alexandre Gerber, Mohammad Taghi Hajiaghayi, +3

IEEE Internet Computing

Cellular NetworksMobile Data OffloadingEngineeringEdge ComputingCloud Computing +10

Observation and analysis of BGP behavior under stress

Lan Wang, Xiaoliang Zhao, Dan Pei, +5

Internet Traffic AnalysisEngineeringInformation SecurityNetwork AnalysisStressful Conditions +14

An analysis of BGP multiple origin AS (MOAS) conflicts

Xiaoliang Zhao, Dan Pei, Lan Wang, +4

Network ScienceCross-border ManagementInternational RelationsService-level AgreementNetwork Analysis +8