Log4Perf: suggesting and updating logging locations for web-based systems' performance monitoring

Kundi Yao
Kundi Yao
Guilherme B. de Pádua
Guilherme B. de Pádua
Catalin Sporea
Catalin Sporea
Andrei Toma
Andrei Toma
Sarah Sajedi
Sarah Sajedi

Empirical Software Engineering, pp. 488-531, 2020.

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Keywords:
Software logs Logging suggestion Performance monitoring Performance modeling Performance engineering

Abstract:

Performance assurance activities are an essential step in the release cycle of software systems. Logs have become one of the most important sources of information that is used to monitor, understand and improve software performance. However, developers often face the challenge of making logging decisions, i.e., neither logging too little ...More

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