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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 …
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 …
[HTML][HTML] A survey on bug deduplication and triage methods from multiple points of view
C Qian, M Zhang, Y Nie, S Lu, H Cao - Applied Sciences, 2023 - mdpi.com
To address the issue of insufficient testing caused by the continuous reduction of software
development cycles, many organizations maintain bug repositories and bug tracking …
development cycles, many organizations maintain bug repositories and bug tracking …
FaST: A linear time stack trace alignment heuristic for crash report deduplication
In software projects, applications are often monitored by systems that automatically identify
crashes, collect their information into reports, and submit them to developers. Especially in …
crashes, collect their information into reports, and submit them to developers. Especially in …
Augmenting diffs with runtime information
Source code diffs are used on a daily basis as part of code review, inspection, and auditing.
To facilitate understanding, they are typically accompanied by explanations that describe the …
To facilitate understanding, they are typically accompanied by explanations that describe the …
DeepCrash: deep metric learning for crash bucketing based on stack trace
L Chao, X Qiaoluan, L Yong, X Yang… - Proceedings of the 6th …, 2022 - dl.acm.org
Some software projects collect vast crash reports from testing and end users, then organize
them in groups to efficiently fix bugs. This task is crash report bucketing. In particular, a high …
them in groups to efficiently fix bugs. This task is crash report bucketing. In particular, a high …
Separating the wheat from the chaff: Using indexing and sub-sequence mining techniques to identify related crashes during bug triage
Bug triaging entails a laborious process wherein triagers spend time examining new bug
reports, localizing the bugs, and assigning them to the appropriate developer (s) to fix the …
reports, localizing the bugs, and assigning them to the appropriate developer (s) to fix the …
Aggregation of stack trace similarities for crash report deduplication
The automatic collection of stack traces in bug tracking systems is an integral part of many
software projects and their maintenance. However, such reports often contain a lot of …
software projects and their maintenance. However, such reports often contain a lot of …
A data mining perspective on explainable AIOps with applications to software maintenance
Y Remil - 2023 - theses.hal.science
The genuine supervision of modern IT systems presents new challenges in terms of
scalability, reliability, and efficiency. Traditional operations and maintenance systems that …
scalability, reliability, and efficiency. Traditional operations and maintenance systems that …
Abaci-finder: Linux kernel crash classification through stack trace similarity learning
Developers often classify crashes by stack traces to analyze, locate and fix kernel bugs.
Existing stack-trace-based crash classification approaches rely on string matching and …
Existing stack-trace-based crash classification approaches rely on string matching and …