Pre-training code representation with semantic flow graph for effective bug localization

Y Du, Z Yu - Proceedings of the 31st ACM Joint European Software …, 2023 - dl.acm.org
Enlightened by the big success of pre-training in natural language processing, pre-trained
models for programming languages have been widely used to promote code intelligence in …

AutoKAD: Empowering KPI Anomaly Detection with Label-Free Deployment

Z Yu, C Pei, S Zhang, X Wen, J Li… - 2023 IEEE 34th …, 2023 - ieeexplore.ieee.org
Monitoring Key Performance Indicators (KPIs) and detecting anomalies in online service
systems is critical. However, choosing the right KPI anomaly detection algorithm and …

Identifying Root-Cause Changes for User-Reported Incidents in Online Service Systems

Y Zhao, L Jiang, Y Tao, S Zhang, C Wu… - 2023 IEEE 34th …, 2023 - ieeexplore.ieee.org
In online service systems, a majority of incidents are caused by changes, which can
influence user experience and cause huge economic loss. Experiences with a real-world …

How to Manage Change-Induced Incidents? Lessons from the Study of Incident Life Cycle

Y Zhao, L Jiang, Y Tao, S Zhang, C Wu… - 2023 IEEE 34th …, 2023 - ieeexplore.ieee.org
In online service systems, software changes cause a majority of incidents (ie, unplanned
interruptions and outages). Managing change-induced incidents efficiently is crucial for …

Incident Prevention Through Reliable Changes Deployment

E Kapel - 2023 IEEE/ACM 45th International Conference on …, 2023 - ieeexplore.ieee.org
Ensuring the reliability of changes deployment is essential to prevent incidents in
businesses that strongly depend on software and services. Incidents should be avoided …

[PDF][PDF] TH ESE de DOCTORAT de l'INSA Lyon membre de l'Universit e de Lyon Ecole Doctorale N 512 Math ematiques et Informatique (InfoMaths) Sp ecialit e …

Y Remil - 2023 - researchgate.net
Résumé La supervision des systemes informatiques modernes présente de nouveaux défis
en termes de scalabilité, de fiabilité et d'efficacité. Les méthodes traditionnelles de …

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 …