UniParser: A Unified Log Parser for Heterogeneous Log Data

Author:

Liu Yudong1,Zhang Xu1,He Shilin1,Zhang Hongyu2,Li Liqun1,Kang Yu1,Xu Yong1,Ma Minghua1,Lin Qingwei1,Dang Yingnong3,Rajmohan Saravan4,Zhang Dongmei1

Affiliation:

1. Microsoft Research Asia, China

2. The University of Newcastle, Australia

3. Microsoft Azure, USA

4. Microsoft 365, USA

Publisher

ACM

Reference30 articles.

1. [n. d.]. Public datasets for log parsing. https://github.com/logpai/logparser. [n. d.]. Public datasets for log parsing. https://github.com/logpai/logparser.

2. Michael Chow , David Meisner , Jason Flinn , Daniel Peek , and Thomas  F Wenisch . 2014. The mystery machine: End-to-end performance analysis of large-scale internet services . In 11th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 14). 217–231. Michael Chow, David Meisner, Jason Flinn, Daniel Peek, and Thomas F Wenisch. 2014. The mystery machine: End-to-end performance analysis of large-scale internet services. In 11th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 14). 217–231.

3. Hetong Dai , Heng Li , Che Shao Chen , Weiyi Shang , and Tse-Hsun Chen . 2020 . Logram: Efficient log parsing using n-gram dictionaries . IEEE Transactions on Software Engineering( 2020). Hetong Dai, Heng Li, Che Shao Chen, Weiyi Shang, and Tse-Hsun Chen. 2020. Logram: Efficient log parsing using n-gram dictionaries. IEEE Transactions on Software Engineering(2020).

4. Spell: Streaming Parsing of System Event Logs

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