Real-time Monitoring and Analysis of Edge and Cloud Resources

Korontanis, Ioannis; Makris, Antonios; Θεοδωρόπουλος, Θεόδωρος; Tserpes, Konstantinos

doi:10.1145/3589010.3594892

Cited by 4 publications

(1 citation statement)

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“…The research by Ioannis Korontanis et al, [6] discusses a Prometheus-based monitoring stack for applications and resources on Kubernetes clusters, used within the platform to monitor applications across various development units and host types.The monitoring stack successfully monitors both applications and resources, characterizes hosts in a K8s cluster.…”

Section: It Showcases How Prometheus and Grafana Is Effective For Mon...mentioning

confidence: 99%

Enhanced Visibility for Real-time Monitoring and Alerting in Kubernetes by Integrating Prometheus,Prometheus, Grafana, Loki, and Alerta

sai

2024

IJSREM

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With the increasing popularity of Kubernetes as the go-to platform for containerized applications, numerous companies are adopting Kubernetes as their preferred platform for containerized applications. As organizations embrace this container orchestration technology for its scalability, flexibility, and portability benefits, the need for robust monitoring solutions becomes paramount. Monitoring Kubernetes environments is essential to ensure the health, performance, and availability of applications running within the cluster. This paper aims to provide a comprehensive approach for monitoring Kubernetes via Prometheus, Grafana, and Alerta Prometheus, a powerful open-source monitoring system, col- lects metrics from Kubernetes pods and nodes, enabling real- time monitoring of resource utilization, performance metrics, and application health. Grafana complements Prometheus by providing intuitive visualization of collected metrics through customizable dashboards, facilitating comprehensive insights into cluster performance and trends. Loki and Promtail by Grafana are used to collect and aggregate the logs associated with the cluster. Alerta enhances the monitoring setup by enabling alerting based on predefined thresholds and conditions, ensuring prompt notification of potential issues or anomalies. Together, this stack empowers administrators to gain deep visibility into their Kubernetes infrastructure, proactively identify and mitigate issues, and maintain the high availability and reliability of their applications and services. Index Terms—Kubernetes, Prometheus, Grafana, Alerta, Loki, Promtail, Monitoring, Alerting, Logging.

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Section: It Showcases How Prometheus and Grafana Is Effective For Mon...mentioning

confidence: 99%