Logshrink: Effective log compression by leveraging commonality and variability of log data

X Li, H Zhang, VH Le, P Chen - Proceedings of the 46th IEEE/ACM …, 2024 - dl.acm.org
Log data is a crucial resource for recording system events and states during system
execution. However, as systems grow in scale, log data generation has become increasingly …

Studying the characteristics of AIOps projects on GitHub

R Aghili, H Li, F Khomh - Empirical Software Engineering, 2023 - Springer
Abstract Artificial Intelligence for IT Operations (AIOps) leverages AI approaches to handle
the massive amount of data generated during the operations of software systems. Prior …

How Much Logs Does My Source Code File Need? Learning to Predict the Density of Logs

MA Batoun, M Sayagh, A Ouni - … of the 28th International Conference on …, 2024 - dl.acm.org
Software logging is the practice of recording different events that occur within a software
system, which are useful for several analysis activities. However, striking the right balance …