Where shall we log? studying and suggesting logging locations in code blocks

Z Li, TH Chen, W Shang - Proceedings of the 35th IEEE/ACM …, 2020 - dl.acm.org
Developers write logging statements to generate logs and record system execution
behaviors to assist in debugging and software maintenance. However, deciding where to …

Deeplv: Suggesting log levels using ordinal based neural networks

Z Li, H Li, TH Chen, W Shang - 2021 IEEE/ACM 43rd …, 2021 - ieeexplore.ieee.org
Developers write logging statements to generate logs that provide valuable runtime
information for debugging and maintenance of software systems. Log level is an important …

Studying duplicate logging statements and their relationships with code clones

Z Li, TH Chen, J Yang, W Shang - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Developers rely on software logs for a variety of tasks, such as debugging, testing, program
comprehension, verification, and performance analysis. Despite the importance of logs, prior …

[PDF][PDF] Data science techniques for modelling execution tracing quality

T Galli - 2022 - core.ac.uk
This research presents how to handle a research problem when the research variables are
still unknown, and no quantitative study is possible; how to identify the research variables, to …

Towards Providing Automated Supports to Developers on Making Logging Decisions and Log Analysis

Z Li - 2022 - spectrum.library.concordia.ca
Due to the lack of practical guidelines on how to write logging statements and large volume
of logs routinely generated by software products, how to make proper logging decisions and …