observability
16 Jan 2025
Enabling Prometheus Metrics in the Zot Project (Docker Image Registry)
The Zot project is an open-source Docker image registry designed to be simple, efficient, and easy to use. As with any critical infrastructure component, monitoring is essential to ensure the registry’s health and performance. Prometheus, a leading open-source monitoring solution, can be integrated with Zot to collect and visualize metrics, providing insights into the registry’s operations. In this article, we will walk through the steps to enable Prometheus metrics in the Zot project, ensuring you have the necessary observability to maintain a healthy Docker image registry.
5 Jan 2025
Pushing Docker Logs to Loki Using Promtail
In the world of DevOps, effective log management is crucial for monitoring, debugging, and maintaining applications. Loki, a log aggregation system inspired by Prometheus, is designed to be cost-effective and easy to operate. It doesn’t index the contents of the logs but rather indexes the metadata, making it a lightweight and efficient solution for log management. In this article, we’ll explore how to push Docker logs to Loki using Promtail, an agent that ships the contents of local logs to a Loki instance.
24 Dec 2024
Running Mimir Locally for Testing
Mimir is an open-source project developed by Grafana Labs that provides a scalable and highly available long-term storage solution for Prometheus metrics. Running Mimir locally can be an excellent way to test its capabilities, experiment with configurations, and understand its integration with Prometheus and Grafana. This article will guide you through the process of setting up Mimir on your local machine for testing purposes. Prerequisites Before you begin, ensure that you have the following installed on your machine:
22 Nov 2024
Monitoring RabbitMQ with Prometheus Exporter
In the realm of DevOps, monitoring is a crucial aspect of maintaining the health and performance of your applications and infrastructure. RabbitMQ, a popular open-source message broker, is often a critical component in distributed systems, making its monitoring essential. Prometheus, an open-source monitoring and alerting toolkit, offers a robust solution for collecting and querying metrics. By using a Prometheus exporter for RabbitMQ, you can gain valuable insights into your messaging system’s performance and health.
21 Nov 2024
Exploring Nomad Prometheus Exporter: Monitoring Your Nomad Cluster
In the realm of modern infrastructure management, HashiCorp Nomad has emerged as a powerful tool for orchestrating applications across a diverse set of environments. However, as with any orchestration tool, monitoring the health and performance of your Nomad cluster is crucial. This is where the Nomad Prometheus Exporter comes into play, enabling you to collect and visualize metrics from your Nomad environment using Prometheus. What is Nomad Prometheus Exporter? The Nomad Prometheus Exporter is a tool that exposes metrics from a Nomad cluster in a format that Prometheus can scrape.
21 Nov 2024
Grafana Loki, the popular open-source log aggregation system, has recently released its much-anticipated version 3.0. Known for its seamless integration with Grafana and its efficient, cost-effective approach to log management, Loki continues to evolve, bringing new features and improvements that enhance its functionality and usability. In this article, we’ll explore the key updates and enhancements introduced in Grafana Loki v3. Key Features and Enhancements 1. Improved Query Performance One of the standout improvements in Loki v3 is the significant enhancement in query performance.
21 Nov 2024
Deploying Grafana Mimir as a Monolith Service with Docker Compose
Grafana Mimir is a powerful open-source time-series database designed to handle large-scale metrics workloads. It is part of the Grafana ecosystem and is known for its scalability and performance. Deploying Grafana Mimir as a monolith service can simplify the setup process, especially for smaller environments or testing purposes. In this article, we’ll walk through deploying Grafana Mimir using Docker Compose, which allows for easy management and orchestration of containerized applications.
21 Nov 2024
Monitoring Traefik with Prometheus Exporter
In the world of modern DevOps, observability is key to maintaining robust and reliable systems. Traefik, a popular open-source reverse proxy and load balancer, is widely used for managing microservices and containerized applications. To ensure Traefik is running smoothly, monitoring its performance and health is crucial. This is where Prometheus, a powerful open-source monitoring and alerting toolkit, comes into play. By integrating Traefik with Prometheus, you can gain valuable insights into your system’s performance and make data-driven decisions.
6 Nov 2024
Understanding How Remote Write Works in Prometheus
Prometheus, a leading open-source monitoring and alerting toolkit, is renowned for its robust capabilities in collecting and querying time-series data. However, as organizations scale, the need to store and analyze data beyond the local Prometheus instance becomes crucial. This is where Prometheus’s remote write feature comes into play, enabling the seamless transmission of time-series data to external storage systems for long-term storage, advanced analytics, or centralized monitoring. What is Remote Write?
6 Nov 2024
Setting Up a Prometheus Cluster with Two Nodes
Prometheus has become a cornerstone in the world of monitoring and observability, providing powerful capabilities for collecting and querying metrics. However, to ensure high availability and reliability, especially in production environments, it’s crucial to set up a Prometheus cluster. In this article, we’ll walk through the process of setting up a basic Prometheus cluster with two nodes. Why a Prometheus Cluster? A single Prometheus server can be a single point of failure.
2 Nov 2024
Writing Data from Prometheus to Mimir
In the world of cloud-native applications, monitoring and observability have become crucial components of maintaining system health and performance. Prometheus has emerged as a leading open-source solution for monitoring and alerting, offering a powerful query language and a robust ecosystem. However, as organizations scale, they often encounter limitations with Prometheus’s storage capabilities. This is where Mimir, an open-source project from Grafana Labs, comes into play. Mimir provides a horizontally scalable, multi-tenant, long-term storage solution for Prometheus metrics.
2 Nov 2024
Writing Data from Prometheus to Thanos
In the world of cloud-native applications, monitoring and observability are crucial for maintaining the health and performance of your systems. Prometheus has become a go-to solution for monitoring due to its powerful querying capabilities and ease of use. However, as organizations scale, they often encounter challenges with Prometheus’s storage limitations. This is where Thanos comes into play, extending Prometheus’s capabilities by providing long-term storage, high availability, and global querying across multiple Prometheus instances.
2 Nov 2024
Writing Data from Prometheus to Cortex
Prometheus has become a cornerstone in the world of monitoring and observability, offering a powerful and flexible platform for collecting and querying metrics. However, as organizations scale, they often encounter limitations with Prometheus’s local storage, such as retention constraints and high availability challenges. This is where Cortex comes into play. Cortex is an open-source, horizontally scalable, and highly available multi-tenant long-term storage for Prometheus. In this article, we’ll explore how to write data from Prometheus to Cortex, enabling you to leverage the strengths of both systems.
22 Oct 2024
Challenges of Observability in DevOps
In the rapidly evolving world of DevOps, observability has emerged as a key capability required to maintain and troubleshoot complex systems. As applications become more distributed—consisting of microservices, serverless architectures, and cloud deployments—the need for effective observability tools has never been greater. However, implementing observability comes with various challenges that must be addressed. 1. Complexity of Distributed Systems As systems grow in complexity, understanding their behavior becomes increasingly difficult. A single application could be spread across multiple services, containers, and clouds, making it hard to correlate metrics, logs, and traces.
22 Oct 2024
Getting Started with Loki for Log Collection
In modern cloud-native applications, collecting and managing logs is essential for monitoring, debugging, and gaining insights into how applications perform. Loki, a log aggregation system inspired by Prometheus, is designed for efficiency and ease of use, especially in conjunction with Grafana for visualization. This article explores the basics of using Loki for collecting logs in your applications. What is Loki? Loki is an open-source log aggregation system that stores logs as streams.
22 Oct 2024
Using Prometheus Remote Write API: A Practical Example
Prometheus is an open-source monitoring and alerting toolkit designed for reliability and scalability. With its powerful querying language and data model, it has become a staple in the DevOps and SRE communities. One of the key features of Prometheus is its Remote Write API, which allows for the efficient forwarding of time series data to external systems. This article explores how to set up two Prometheus instances, where one instance sends its metrics to another using the Remote Write functionality.
15 Oct 2024
Running RabbitMQ in Docker and Tuning for Performance Using Docker Compose
Running RabbitMQ in Docker and Tuning for Performance Using Docker Compose RabbitMQ is a powerful message broker that facilitates communication between different services in a distributed system. Running RabbitMQ in a Docker container simplifies deployment, and using Docker Compose allows you to manage configurations, networking, and scaling more efficiently. This article will walk you through setting up RabbitMQ using Docker Compose and offer tuning recommendations to optimize its performance. Why Use Docker Compose for RabbitMQ?
15 Oct 2024
Using RabbitMQ for Messaging with a Homemade ESP32 Sensor
Using RabbitMQ for Messaging with a Homemade ESP32 Sensor In IoT projects, effective communication between devices is crucial for success. Whether you’re building a smart home setup or deploying sensors for environmental monitoring, a robust message broker like RabbitMQ can help manage data transmission efficiently. In this guide, we’ll show you how to set up a homemade ESP32 sensor to send data to a RabbitMQ server, facilitating reliable and scalable messaging.
14 Oct 2024
Analyzing Physical Server Usage with Grafana and Prometheus
Analyzing Physical Server Usage with Grafana and Prometheus In modern DevOps environments, understanding server performance is crucial for maintaining reliability and optimizing resource usage. When it comes to monitoring physical servers, two powerful open-source tools—Prometheus and Grafana—form an excellent combination. Prometheus acts as the data collection and alerting engine, while Grafana is used to visualize the data, making it easier for teams to analyze and respond to changes in server performance.
14 Oct 2024
Challenges of Observability in DevOps: An Expert Perspective
Challenges of Observability in DevOps: An Expert Perspective