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[3차연도 정보통신대학원 세미나4] Discovering log templates for log analytics
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2022-05-20 11:34
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[3차연도 정보통신대학원 세미나4]
▶강사: 탁병철 교수
▶제목: Discovering log templates for log analytics
▶초록
Modern IT systems rely heavily on log analytics for critical operational tasks. Log template discovery is the first step
in such log analytics. A log template serves as a base string with unfilled parts from which logs are generated during
runtime by substitution of contextual information. The problem of log template discovery from the volume of collected
logs poses a challenge due to the semi-structured nature of the logs and the computational overheads.
In this talk, a new log template discovery technique will be presented that takes different approaches than the existing ones.
Then, we will also discuss a few interesting log analytics applications in the area of log-based root cause discovery problems that uses the log template information.
▶강사: 탁병철 교수
▶제목: Discovering log templates for log analytics
▶초록
Modern IT systems rely heavily on log analytics for critical operational tasks. Log template discovery is the first step
in such log analytics. A log template serves as a base string with unfilled parts from which logs are generated during
runtime by substitution of contextual information. The problem of log template discovery from the volume of collected
logs poses a challenge due to the semi-structured nature of the logs and the computational overheads.
In this talk, a new log template discovery technique will be presented that takes different approaches than the existing ones.
Then, we will also discuss a few interesting log analytics applications in the area of log-based root cause discovery problems that uses the log template information.