# Grafana
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!!! info "Architectural Context"
Detailed reference for Grafana in the context of Architectural Foundations.
## Kubernetes and Cloud Native
### CICD
#### Continuous Deployment
- **(2020)** [jaxenter.com: CI/CD for Spring Boot Microservices: Part 2. Extending CI/CD: Kubernetes Continuous Deployment for Microservices](https://devm.io/blog) [JAVA CONTENT][ADVANCED LEVEL][COMMUNITY-TOOL] — Part two of the microservices CI/CD series, detailing continuous deployment onto active Kubernetes clusters. Focuses on orchestrating declarative manifest YAML files, configuring deployment strategies like rolling updates, and handling Kubernetes secrets securely.
## Observability
### Log Management
#### Deployment Guides
- **(2021)** [youtube.com: Grafana Loki Promtail | Grafana Loki Setup And Configuration On CentOs](https://www.youtube.com/watch?v=iqpLXUdJ0Ro&ab_channel=Thetips4you) [COMMUNITY-TOOL] — A video deployment guide demonstrating how to install and configure Grafana Loki and Promtail on CentOS systems. It covers host-level systemd service configuration, log routing patterns, and connecting local log collectors to centralized Loki nodes.
#### Grafana Loki
- **(2020)** [Log Monitoring and Alerting with Grafana Loki](https://www.infracloud.io/blogs/grafana-loki-log-monitoring-alerting) [COMMUNITY-TOOL] — A detailed deployment guide focusing on log monitoring and alerting integration using Grafana Loki and Promtail. Loki's design indexing only log metadata allows clusters to achieve cost-efficient, low-latency log collection compared to full-text indexing solutions.
## Observability and Delivery
### Kubernetes Observability
#### Grafana Cloud
- **(2021)** [grafana.com: A 3-step guide to troubleshooting and visualizing Kubernetes with Grafana Cloud](https://grafana.com/blog/a-3-step-guide-to-troubleshooting-and-visualizing-kubernetes-with-grafana-cloud) [COMMUNITY-TOOL][GUIDE] — Simplifies cluster-wide observability configurations down to three primary phases: installing the agent, collecting Prometheus metrics/Loki logs, and loading predefined cluster-health dashboards. Provides actionable advice to visually debug pod scheduling limits, node starvation, and OOM-Killed container cycles rapidly.
### Synthetic Monitoring
#### Grafana Alerting
- **(2021)** [grafana.com: Top 5 user-requested synthetic monitoring alerts in Grafana Cloud](https://grafana.com/blog/top-5-user-requested-synthetic-monitoring-alerts-in-grafana-cloud) [COMMUNITY-TOOL][GUIDE] — Shares actionable configurations for the most prominent user-requested synthetic monitoring alerts in Grafana Cloud, including DNS failures, HTTP latency spikes, SSL certificate expirations, and global availability drops. Facilitates preemptive identification of microservice edge-network connectivity failures before user impact occurs.
## Observability and Monitoring
### Data Collection
#### Telemetry Agents
- **(2024)** [==grafana/agent: Grafana Agent==](https://github.com/grafana/agent) ⭐ 1709[GO CONTENT][ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD][LEGACY] — An agent for metrics, logs, and trace collection. Live grounding confirms Grafana Agent is now deprecated and succeeded by Grafana Alloy, the vendor's unified telemetry collector for OpenTelemetry and Prometheus.
### Kubernetes Deployment
#### Core Infrastructure Dashboards
- **(2024)** [==github.com/dotdc/grafana-dashboards-kubernetes 🌟==](https://github.com/dotdc/grafana-dashboards-kubernetes) ⭐ 3599[JSON CONTENT][ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Production-grade, community-approved Kubernetes dashboards. Delivers deep, clean observability of APIServer, node memory, CPU scheduling, storage, and pod ingress configurations.
#### Grafana Ecosystem
- **(2023)** [devopscube.com: How To Setup Grafana On Kubernetes](https://devopscube.com/setup-grafana-kubernetes) [ADVANCED LEVEL][COMMUNITY-TOOL][GUIDE] — Technical blueprint for deploying Grafana on a Kubernetes cluster. Details setup architectures using Helm charts, Persistent Volume Claims (PVCs) for persistence, and ConfigMaps to configure programmatic dashboards.
#### Virtualization Monitoring
- **(2023)** [==github.com/kubevirt/monitoring==](https://github.com/kubevirt/monitoring) ⭐ 28[GO CONTENT][ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Defines monitoring instrumentation targets for KubeVirt resources. Provides Prometheus alerting rules and Grafana dashboard templates specifically optimized to monitor VM workloads running in Kubernetes.
### Log Management (1)
#### Kubernetes Logging
- **(2022)** [itnext.io: Logging in Kubernetes with Loki and the PLG Stack](https://itnext.io/logging-in-kubernetes-with-loki-and-the-plg-stack-93b27c90ec34) [ADVANCED LEVEL][COMMUNITY-TOOL] — Detailed implementation guide for deploying the PLG (Prometheus, Loki, Grafana) stack on Kubernetes. Illustrates logging agent configurations that offer a lightweight alternative to EFK.
#### Log Aggregation
- **(2024)** [==Grafana Loki==](https://grafana.com/oss/loki) [GO CONTENT][ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Grafana Loki is a highly available, multi-tenant log aggregation engine designed to index metadata labels instead of log contents. Minimizes overhead and simplifies Kubernetes-native log parsing.
### Metrics Storage
#### Scalable TSDB
- **(2022)** [==github.com/grafana/mimir==](https://github.com/grafana/mimir) ⭐ 5124[GO CONTENT][ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] — Grafana Mimir is a highly scalable, multi-tenant database for long-term Prometheus metrics storage. Engineered to easily process billions of active series with fast query performance and operational isolation.
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💡 **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
🔗 **See Also:** [Postman](./postman.md) | [Angular](./angular.md)