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Towards Logging Noisiness Theory: quality aspects to characterize unwanted log entries
arXiv - CS - Software Engineering Pub Date : 2021-06-06 , DOI: arxiv-2106.03018
Eduardo Mendes, Fabio Petrillo

Context: Logging tasks track the system's functioning by keeping records of evidence that have been analyzed by monitoring and observability activities. For these activities to be effective, it is necessary to consider the quality of the consumed information. Problem: However, the presence of noise - unwanted information - compromises the log files' quality. The noisiness of a log file can be affected among other things by: (i) the wrong severity log choices, (ii) the production of duplicate entries, (iii) the incompleteness of the information, (iv) the inappropriate format of the entries, (v) the amount of information generated. Objective: This work aims to broadly define the concept of noise in the context of logging, proposing the initial steps of Logging Noisiness, a theory on quality aspects to characterize unwanted log entries.

中文翻译:

Towards Logging Noisiness Theory:描述不需要的日志条目的质量方面

上下文:记录任务通过保留已通过监控和可观察性活动分析的证据记录来跟踪系统的功能。为了使这些活动有效,有必要考虑所消费信息的质量。问题:然而,噪音(不需要的信息)的存在会影响日志文件的质量。日志文件的嘈杂程度可能受到以下因素的影响:(i) 错误的严重性日志选择,(ii) 生成重复条目,(iii) 信息不完整,(iv) 条目格式不正确, (v) 产生的信息量。目标:这项工作旨在广泛地定义日志背景下的噪声概念,提出日志噪声的初始步骤,这是一种描述不需要的日志条目的质量方面的理论。 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
更新日期:2021-06-08
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