Roozbeh Aghili
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Author Swipe
View article: SDLog: A Deep Learning Framework for Detecting Sensitive Information in Software Logs
SDLog: A Deep Learning Framework for Detecting Sensitive Information in Software Logs Open
Software logs are messages recorded during the execution of a software system that provide crucial run-time information about events and activities. Although software logs have a critical role in software maintenance and operation tasks, p…
View article: Preprocessing is All You Need: Boosting the Performance of Log Parsers With a General Preprocessing Framework
Preprocessing is All You Need: Boosting the Performance of Log Parsers With a General Preprocessing Framework Open
Log parsing has been a long-studied area in software engineering due to its importance in identifying dynamic variables and constructing log templates. Prior work has proposed many statistic-based log parsers (e.g., Drain), which are highl…
View article: Understanding Web Application Workloads and Their Applications: Systematic Literature Review and Characterization
Understanding Web Application Workloads and Their Applications: Systematic Literature Review and Characterization Open
Web applications, accessible via web browsers over the Internet, facilitate complex functionalities without local software installation. In the context of web applications, a workload refers to the number of user requests sent by users or …
View article: Protecting Privacy in Software Logs: What Should Be Anonymized?
Protecting Privacy in Software Logs: What Should Be Anonymized? Open
Software logs, generated during the runtime of software systems, are essential for various development and analysis activities, such as anomaly detection and failure diagnosis. However, the presence of sensitive information in these logs p…
View article: Studying the Characteristics of AIOps Projects on GitHub
Studying the Characteristics of AIOps Projects on GitHub Open
Artificial Intelligence for IT Operations (AIOps) leverages AI approaches to handle the massive amount of data generated during the operations of software systems. Prior works have proposed various AIOps solutions to support different task…