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Pinjia He
Pinjia He
Assistant Professor, The Chinese University of Hong Kong, Shenzhen
Verified email at cuhk.edu.cn - Homepage
Title
Cited by
Cited by
Year
Experience report: System log analysis for anomaly detection
S He, J Zhu, P He, MR Lyu
2016 IEEE 27th International Symposium on Software Reliability Engineering …, 2016
5802016
Drain: An online log parsing approach with fixed depth tree
P He, J Zhu, Z Zheng, MR Lyu
2017 IEEE international conference on web services (ICWS), 33-40, 2017
5792017
Tools and benchmarks for automated log parsing
J Zhu, S He, J Liu, P He, Q Xie, Z Zheng, MR Lyu
2019 IEEE/ACM 41st International Conference on Software Engineering …, 2019
462*2019
Software defect prediction via convolutional neural network
J Li, P He, J Zhu, MR Lyu
2017 IEEE International Conference on Software Quality, Reliability and …, 2017
4462017
An evaluation study on log parsing and its use in log mining
P He, J Zhu, S He, J Li, MR Lyu
2016 46th annual IEEE/IFIP international conference on dependable systems …, 2016
2842016
Learning to log: Helping developers make informed logging decisions
J Zhu, P He, Q Fu, H Zhang, MR Lyu, D Zhang
2015 IEEE/ACM 37th IEEE International Conference on Software Engineering 1 …, 2015
2552015
Towards automated log parsing for large-scale log data analysis
P He, J Zhu, S He, J Li, MR Lyu
IEEE Transactions on Dependable and Secure Computing 15 (6), 931-944, 2017
2152017
Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics
J Zhu, S He, P He, J Liu, MR Lyu
arXiv e-prints, arXiv: 2008.06448, 2020
213*2020
A survey on automated log analysis for reliability engineering
S He, P He, Z Chen, T Yang, Y Su, MR Lyu
ACM Computing Surveys (CSUR) 54 (6), 1-37, 2021
1552021
Location-based hierarchical matrix factorization for web service recommendation
P He, J Zhu, Z Zheng, J Xu, MR Lyu
2014 IEEE international conference on web services, 297-304, 2014
1292014
A privacy-preserving qos prediction framework for web service recommendation
J Zhu, P He, Z Zheng, MR Lyu
2015 IEEE International Conference on Web Services, 241-248, 2015
1192015
Online QoS prediction for runtime service adaptation via adaptive matrix factorization
J Zhu, P He, Z Zheng, MR Lyu
IEEE Transactions on Parallel and Distributed Systems 28 (10), 2911-2924, 2017
1182017
Characterizing the natural language descriptions in software logging statements
P He, Z Chen, S He, MR Lyu
Proceedings of the 33rd ACM/IEEE International Conference on Automated …, 2018
902018
Empirical standards for software engineering research
P Ralph, N Ali, S Baltes, D Bianculli, J Diaz, Y Dittrich, N Ernst, M Felderer, ...
arXiv preprint arXiv:2010.03525, 2020
862020
Structure-invariant testing for machine translation
P He, C Meister, Z Su
Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020
682020
Logzip: extracting hidden structures via iterative clustering for log compression
J Liu, J Zhu, S He, P He, Z Zheng, MR Lyu
2019 34th IEEE/ACM International Conference on Automated Software …, 2019
612019
Paid: Prioritizing app issues for developers by tracking user reviews over versions
C Gao, B Wang, P He, J Zhu, Y Zhou, MR Lyu
2015 IEEE 26th International Symposium on Software Reliability Engineering …, 2015
432015
Testing Machine Translation via Referential Transparency
P He, C Meister, Z Su
2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE …, 2021
402021
A directed acyclic graph approach to online log parsing
P He, J Zhu, P Xu, Z Zheng, MR Lyu
arXiv preprint arXiv:1806.04356, 2018
372018
Towards online, accurate, and scalable qos prediction for runtime service adaptation
J Zhu, P He, Z Zheng, MR Lyu
2014 IEEE 34th International Conference on Distributed Computing Systems …, 2014
372014
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