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Log clustering based problem identification for online service systems
Logs play an important role in the maintenance of large-scale online service systems. When
an online service fails, engineers need to examine recorded logs to gain insights into the …
an online service fails, engineers need to examine recorded logs to gain insights into the …
An empirical study of fault localization families and their combinations
D Zou, J Liang, Y ** study of bug reproduction and localization
D Wang, M Galster, M Morales-Trujillo - Information and Software …, 2024 - Elsevier
Context: Identifying the root cause of a software bug and fixing it is challenging. One reason
for this is that many bugs are not reproducible during bug fixing. Objective: We aim to …
for this is that many bugs are not reproducible during bug fixing. Objective: We aim to …
Locus: Locating bugs from software changes
Various information retrieval (IR) based techniques have been proposed recently to locate
bugs automatically at the file level. However, their usefulness is often compromised by the …
bugs automatically at the file level. However, their usefulness is often compromised by the …
Aiops solutions for incident management: Technical guidelines and a comprehensive literature review
The management of modern IT systems poses unique challenges, necessitating scalability,
reliability, and efficiency in handling extensive data streams. Traditional methods, reliant on …
reliability, and efficiency in handling extensive data streams. Traditional methods, reliant on …
Automatically discovering, reporting and reproducing android application crashes
Mobile developers face unique challenges when detecting and reporting crashes in apps
due to their prevailing GUI event-driven nature and additional sources of inputs (eg, sensor …
due to their prevailing GUI event-driven nature and additional sources of inputs (eg, sensor …
Deepfd: Automated fault diagnosis and localization for deep learning programs
As Deep Learning (DL) systems are widely deployed for mission-critical applications,
debugging such systems becomes essential. Most existing works identify and repair …
debugging such systems becomes essential. Most existing works identify and repair …
Crashtranslator: Automatically reproducing mobile application crashes directly from stack trace
Crash reports are vital for software maintenance since they allow the developers to be
informed of the problems encountered in the mobile application. Before fixing, developers …
informed of the problems encountered in the mobile application. Before fixing, developers …
Large-scale analysis of framework-specific exceptions in android apps
Mobile apps have become ubiquitous. For app developers, it is a key priority to ensure their
apps' correctness and reliability. However, many apps still suffer from occasional to frequent …
apps' correctness and reliability. However, many apps still suffer from occasional to frequent …