AWSOM-LP: An Effective Log Parsing Technique Using Pattern Recognition and Frequency Analysis

Understand

Logs provide users with useful insights to help with a variety of development and operations tasks.

• The problem is that logs are often unstructured, making their analysis a complex task.
• This is mainly due to the lack of guidelines and best practices for logging, combined with a large number of logging libraries at the disposal of software developers.
• There exist studies that aim to parse automatically large logs.