Are They All Good? Studying Practitioners' Expectations on the Readability of Log Messages

Z Li, AR Chen, X Hu, X Xia, TH Chen… - 2023 38th IEEE/ACM …, 2023 - ieeexplore.ieee.org
Developers write logging statements to generate logs that provide run-time information for
various tasks. The readability of log messages in the logging statements (ie, the descriptive …

Performance issue monitoring, identification and diagnosis of SaaS software: a survey

R Wang, X Tian, S Ying - Frontiers of Computer Science, 2025 - Springer
Abstract SaaS (Software-as-a-Service) is a service model provided by cloud computing. It
has a high requirement for QoS (Quality of Software) due to its method of providing software …

A literature review and existing challenges on software logging practices: From the creation to the analysis of software logs

MA Batoun, M Sayagh, R Aghili, A Ouni, H Li - Empirical Software …, 2024 - Springer
Software logging is the practice of recording different events and activities that occur within a
software system, which are useful for different activities such as failure prediction and …

[HTML][HTML] Studying logging practice in machine learning-based applications

PL Foalem, F Khomh, H Li - Information and Software Technology, 2024 - Elsevier
Context: Logging is a common practice in traditional software development. There have
been multiple studies on the characteristics of logging in traditional software systems such …

Deep Learning or Classical Machine Learning? An Empirical Study on Log-Based Anomaly Detection

B Yu, J Yao, Q Fu, Z Zhong, H Xie, Y Wu… - Proceedings of the 46th …, 2024 - dl.acm.org
While deep learning (DL) has emerged as a powerful technique, its benefits must be
carefully considered in relation to computational costs. Specifically, although DL methods …

Studying and Complementing the Use of Identifiers in Logs

J Zhao, Y Tang, S Sunil… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Logs contain a large amount of curated run-time information about the process of a software.
Modern software systems have become more complex and larger in scale. They are typically …

Κατευθυντήριες γραμμές σχετικά με την επιλογή συλλογών από κώδικα ανοιχτού λογισμικού σε μια εμπειρική μελέτη

Δ Καζαντζίδης - dspace.lib.uom.gr
Σκοπός της παρούσας διατριβής είναι η διεξαγωγή μιας συστηματικής μελέτης
χαρτογράφησης των εμπειρικών ερευνών στον τομέα της τεχνολογίας λογισμικού και η …