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Due to the sheer size of software logs, developers rely on automated log analysis.
“Uniparser: A unified log parser for heterogeneous log data,”
Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin, Yingnong Dang, et al., · 1901
Earlier work this paper cites.
“Abstracting execution logs to execution events for enterprise applications (short paper),”
Zhen Ming Jiang, Ahmed E Hassan, Parminder Flora, and Gilbert Hamann, · 2008
Earlier work this paper cites.
“Execution anomaly detection in distributed systems through unstructured log analysis,”
Qiang Fu, Jian-Guang Lou, Yi Wang, and Jiang Li, · 2009
Earlier work this paper cites.
“Abstracting log lines to log event types for mining software system logs,”
Meiyappan Nagappan and Mladen A Vouk, · 2010
Earlier work this paper cites.
“Pointer networks,”
Oriol Vinyals, Meire Fortunato, and Navdeep Jaitly, · 2015
Earlier work this paper cites.
“Length matters: Clustering system log messages using length of words,”
Keiichi Shima, · 2016
Earlier work this paper cites.
“Spell: Streaming parsing of system event logs,”
Min Du and Feifei Li, · 2016
Earlier work this paper cites.
Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, et al., · 2016
Cited alongside, same era.
“Deeplog: Anomaly detection and diagnosis from system logs through deep learning,”
Min Du, Feifei Li, Guineng Zheng, and Vivek Srikumar, · 2017
Cited alongside, same era.
“Drain: An online log parsing approach with fixed depth tree,”
Pinjia He, Jieming Zhu, Zibin Zheng, and Michael R Lyu, · 2017
Cited alongside, same era.
“Tools and benchmarks for automated log parsing,”
Jieming Zhu, Shilin He, Jinyang Liu, Pinjia He, Qi Xie, Zibin Zheng, and Michael R Lyu, · 2019
Cited alongside, same era.
“Logram: Efficient log parsing using n n n-gram dictionaries,”
Hetong Dai, Heng Li, Che-Shao Chen, Weiyi Shang, and Tse-Hsun Chen, · 2020
Cited alongside, same era.
“Logflash: Real-time streaming anomaly detection and diagnosis from system logs for large-scale software systems,”
Tong Jia, Yifan Wu, Chuanjia Hou, and Ying Li, · 2021
Later among the works it cites.
“Guidelines for assessing the accuracy of log message template identification techniques,”
Zanis Ali Khan, Donghwan Shin, Domenico Bianculli, and Lionel Briand, · 2022
Later among the works it cites.
“System log parsing: A survey,”
Tianzhu Zhang, Han Qiu, Gabriele Castellano, Myriana Rifai, Chung Shue Chen, and Fabio Pianese, · 2023
Later among the works it cites.
“Brain: Log parsing with bidirectional parallel tree,”
Siyu Yu, Pinjia He, Ningjiang Chen, and Yifan Wu, · 2023
Later among the works it cites.
“Log parsing with prompt-based few-shot learning,”
Van-Hoang Le and Hongyu Zhang, · 2023
Later among the works it cites.
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Shilin He, Jieming Zhu, Pinjia He, and Michael R Lyu, · 2020
Cited alongside, same era.
“Pathidea: Improving information retrieval-based bug localization by re-constructing execution paths using logs,”
An Ran Chen, Tse-Hsun Chen, and Shaowei Wang, · 2021
Cited alongside, same era.
“Self-supervised log parsing using semantic contribution difference,”
Siyu Yu, Ningjiang Chen, Yifan Wu, and Wensheng Dou, · 2023
Later among the works it cites.
“Did we miss something important? studying and exploring variable-aware log abstraction,”
Zhenhao Li, Chuan Luo, Tse-Hsun Chen, Weiyi Shang, Shilin He, Qingwei Lin, and Dongmei Zhang, · 2023
Later among the works it cites.