Log-based software monitoring: a systematic mapping study.

ABSTRACT: Modern software development and operations rely on monitoring to understand how systems behave in production. The data provided by application logs and runtime environment are essential to detect and diagnose undesired behavior and improve system reliability. However, despite the rich ecosystem around industry-ready log solutions, monitoring complex systems and getting insights from log data remains a challenge. Researchers and practitioners have been actively working to address several challenges related to logs, e.g., how to effectively provide better tooling support for logging decisions to developers, how to effectively process and store log data, and how to extract insights from log data. A holistic view of the research effort on logging practices and automated log analysis is key to

SUBMITTER: Candido J 

PROVIDER: S-EPMC8114802 | biostudies-literature | 2021

REPOSITORIES: biostudies-literature