Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis

Qiang Fu, Jian–Guang Lou, Yi Wang, +1

Software MaintenanceAnomaly DetectionExecution AnomaliesEngineeringInformation Security +21

Mining invariants from console logs for system problem detection

Jian–Guang Lou, Qiang Fu, Shengqi Yang, +2

Where do developers log? an empirical study on logging practices in industry

Qiang Fu, Jieming Zhu, Wenlu Hu, +5

Software MaintenanceSoftware Development PracticeEngineeringBusiness IntelligenceSoftware Engineering +20

Energy efficient telemonitoring of physiological signals via compressed sensing: A fast algorithm and power consumption evaluation

Benyuan Liu, Zhilin Zhang, Gary Xu, +2

Biomedical Signal Processing and Control

EngineeringData ScienceCompressed SensingBiosignal ProcessingSensor Signal Processing +10

Mining program workflow from interleaved traces

Jian–Guang Lou, Qiang Fu, Shengqi Yang, +2

Software MaintenanceEngineeringSoftware EngineeringSuccessful Software MaintenanceSoftware Analysis +19

YADING

Rui Ding, Qiang Wang, Yingnong Dang, +3

Proceedings of the VLDB Endowment

Clustering MethodCluster ComputingDocument ClusteringEngineeringMachine Learning +10

Mining dependency in distributed systems through unstructured logs analysis

Jian–Guang Lou, Qiang Fu, Yi Wang, +1

ACM SIGOPS Operating Systems Review

Software MaintenanceCluster ComputingEngineeringSoftware EngineeringUnstructured Logs Analysis +22

Correlating events with time series for incident diagnosis

Luo Chen, Jian–Guang Lou, Qingwei Lin, +4

EngineeringDiagnosisSafety ScienceEvent CorrelationTime Series Data +18

GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily

Lun Du, Xiaozhou Shi, Qiang Fu, +4

Proceedings of the ACM Web Conference 2022

Graph Attention NetworkGeometric LearningGraph Neural NetworksEngineeringGraph Theory +13

Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models

Yuyan Chen, Qiang Fu, Yichen Yuan, +6

EngineeringPsycholinguisticsLarge Language ModelCorpus LinguisticsText Mining +16