Anomaly detection and failure root cause analysis in (micro) service-based cloud applications: A survey

J Soldani, A Brogi - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
The proliferation of services and service interactions within microservices and cloud-native
applications, makes it harder to detect failures and to identify their possible root causes …

Autonomous selection of the fault classification models for diagnosing microservice applications

Y Song, R **n, P Chen, R Zhang, J Chen… - Future Generation …, 2024 - Elsevier
Microservices architecture is a new approach for deploying applications and services in the
cloud, gaining popularity for constructing large-scale systems that are highly resilient, robust …

Viperprobe: Rethinking microservice observability with ebpf

J Levin, TA Benson - 2020 IEEE 9th International Conference …, 2020 - ieeexplore.ieee.org
Recent shifts to microservice-based architectures and the supporting servicemesh radically
disrupt the landscape of performance-oriented management tasks. While the adoption of …