Hue: A User-Adaptive Parser for Hybrid Logs

Author:

Xu Junjielong1,Fu Qiuai2,Zhu Zhouruixing1,Cheng Yutong1,Li Zhijing1,Ma Yuchi2,He Pinjia1

Affiliation:

1. The Chinese University of Hong Kong, Shenzhen, China

2. Huawei Cloud Computing Technologies, Shenzhen, China

Publisher

ACM

Reference36 articles.

1. Mining Historical Test Logs to Predict Bugs and Localize Faults in the Test Logs

2. Logram: Efficient Log Parsing Using n-Gram Dictionaries

3. Spell: Streaming Parsing of System Event Logs

4. ELK. 2023. Manage multiline messages. https://www.elastic.co/guide/en/beats/filebeat/current/multiline-examples.html#multiline-examples [Online ; accessed 15- June - 2023 ] ELK. 2023. Manage multiline messages. https://www.elastic.co/guide/en/beats/filebeat/current/multiline-examples.html#multiline-examples [Online; accessed 15-June-2023]

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1. IPLog: An Efficient Log Parsing Method Based on Few-Shot Learning;Electronics;2024-08-21

2. LILAC: Log Parsing using LLMs with Adaptive Parsing Cache;Proceedings of the ACM on Software Engineering;2024-07-12

3. Landscape and Taxonomy of Online Parser-Supported Log Anomaly Detection Methods;IEEE Access;2024

4. Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics;2023 IEEE 34th International Symposium on Software Reliability Engineering (ISSRE);2023-10-09

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