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Introduction to KubeStateMetrics Kube-state-metrics is a service that listens to the Kubernetes API server and generates metrics about the state of various objects like deployments, nodes, and pods. It transforms these object states into metrics that can be consumed by Prometheus. Key capabilities of kube-state-metrics include: Collecting node ...

Grafana Overview Grafana is an open-source visualization and monitoring platform that enables users to create interactive dashboards and analyze real-time data. The platform supports multiple data sources including Prometheus, Graphite, InfluxDB, Elasticsearch, and MySQL, allowing data to be aggregated and displayed through customizable panels ...

Prometheus has become the de facto standard for metrics collection in modern Java-based microservices. Its pull-based architecture, dimnesional data model, and expressive query language make it ideal for observability in dynamic, containerized environments. Core Architecture Overview Prometheus operates by periodically scraping HTTP endpoints e ...

Metrics Monitoring Overview The application monitoring system combines Metrics.NET, InfluxDB, and Grafana. Metrics.NET collects application metrics through code instrumentation, stores data in InfluxDB (version 1.3.1), and visualizes metrics using Grafana (version 4.0.1). Instrumentation Methods Add Metrics.dll reference to your project and con ...

Containerized Runtime Provisioning Deploying a telemetry architecture for OpenTenBase requires a stable container orchestration environment. Initialize the Docker engine on a CentOS-based host by removing legacy installations, configuring repository sources, and activating the daemon. sudo yum remove -y docker-* sudo yum install -y yum-utils su ...

Prerequisites A database instance (MySQL, PostgreSQL, or SQL Server) to serve as Grafana's data source A working Grafana installation (follow official guides for setup) Navicat for database management PyCharm or another Python IDE for data processing Step 1: Extract Raw Data from Zabbix Connect to your Zabbix MySQL database using Navicat, the ...