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Soul Technical Team
Soul Technical Team
Jan 24, 2025 · Operations

Migration from Thanos to VictoriaMetrics: Architecture, Plan, Issues, and Benefits

This article details the end‑to‑end migration from Thanos to VictoriaMetrics, covering background analysis, architectural comparison, a phased migration plan, encountered configuration and performance issues, resolution strategies, and the resulting performance, cost, and scalability improvements for the monitoring system.

MigrationThanosVictoriaMetrics
0 likes · 16 min read
Migration from Thanos to VictoriaMetrics: Architecture, Plan, Issues, and Benefits
Efficient Ops
Efficient Ops
Dec 11, 2024 · Operations

Thanos vs VictoriaMetrics: Which Prometheus Storage Solution Wins for Scale and Cost?

This article compares Thanos and VictoriaMetrics as long‑term storage solutions for Prometheus, evaluating their architecture, write and read paths, reliability, consistency, performance, scalability, high‑availability, and hosting costs to help you choose the most suitable option for your monitoring stack.

Cost comparisonPrometheusThanos
0 likes · 18 min read
Thanos vs VictoriaMetrics: Which Prometheus Storage Solution Wins for Scale and Cost?
Soul Technical Team
Soul Technical Team
Sep 2, 2024 · Databases

Comparative Analysis of VictoriaMetrics and Thanos for Large‑Scale Metric Storage

This article examines the migration from Thanos to VictoriaMetrics for large‑scale metric storage, detailing background challenges, VictoriaMetrics architecture and storage engine, data write and read processes, and a comparative analysis of performance, scalability, and operational costs between the two systems.

ObservabilityThanosVictoriaMetrics
0 likes · 15 min read
Comparative Analysis of VictoriaMetrics and Thanos for Large‑Scale Metric Storage
Efficient Ops
Efficient Ops
Aug 5, 2024 · Operations

Thanos vs VictoriaMetrics: Which Prometheus Long‑Term Storage Wins?

This article compares Thanos and VictoriaMetrics as Prometheus long‑term storage solutions, evaluating their architectures, write and read paths, reliability, data consistency, performance, scalability, high‑availability, and cost to help you choose the best fit for your monitoring stack.

ObservabilityPrometheusThanos
0 likes · 17 min read
Thanos vs VictoriaMetrics: Which Prometheus Long‑Term Storage Wins?
DevOps Operations Practice
DevOps Operations Practice
May 19, 2024 · Operations

High‑Availability Solutions for Prometheus Monitoring

Prometheus, a leading monitoring system, can achieve high availability through several common architectures—including dual-node with external storage, federated mode with external storage, and multi-node clusters combined with Thanos and object storage—each offering data persistence and load distribution to enhance system stability and performance.

External StorageHigh AvailabilityPrometheus
0 likes · 3 min read
High‑Availability Solutions for Prometheus Monitoring
Practical DevOps Architecture
Practical DevOps Architecture
Mar 15, 2024 · Operations

Comprehensive Practical Guide to Prometheus Configuration, Optimization, and Source Code Development

This multi‑chapter guide provides in‑depth, hands‑on instruction for configuring and optimizing all Prometheus components, exploring Kubernetes monitoring, source‑code analysis, custom exporter development, high‑availability setups, service discovery, resource‑efficient scraping, and integrating Thanos for long‑term storage.

KubernetesObservabilityPrometheus
0 likes · 4 min read
Comprehensive Practical Guide to Prometheus Configuration, Optimization, and Source Code Development
Efficient Ops
Efficient Ops
Apr 12, 2023 · Operations

Building Highly Available Prometheus Monitoring with Thanos: A Practical Guide

This article explains why native Prometheus HA solutions fall short for large, multi‑region clusters and shows how to use Thanos components—including sidecar, query, store gateway, and compactor—to achieve long‑term storage, unlimited scaling, a global view, and non‑intrusive integration with existing Prometheus deployments.

High AvailabilityKubernetesObservability
0 likes · 22 min read
Building Highly Available Prometheus Monitoring with Thanos: A Practical Guide
Java Architect Essentials
Java Architect Essentials
Aug 23, 2022 · Cloud Native

Implementing Multi‑Cluster Monitoring with Prometheus and Thanos on Kubernetes

This article explains the limitations of a standard Prometheus monitoring stack on Kubernetes and demonstrates how to migrate to a Thanos‑based solution for long‑term metric retention, reduced infrastructure cost, and scalable multi‑cluster observability using Terraform and cloud‑native components.

KubernetesObservabilityPrometheus
0 likes · 15 min read
Implementing Multi‑Cluster Monitoring with Prometheus and Thanos on Kubernetes
Java Captain
Java Captain
Jun 1, 2022 · Operations

Migrating from Prometheus to Thanos for Scalable, Cost‑Effective Monitoring on Kubernetes

This article explains the limitations of a traditional Prometheus monitoring stack, demonstrates how Thanos provides unlimited long‑term storage and lower infrastructure costs, and walks through a complete multi‑cluster deployment on Kubernetes using Terraform and AWS.

KubernetesObservabilityPrometheus
0 likes · 16 min read
Migrating from Prometheus to Thanos for Scalable, Cost‑Effective Monitoring on Kubernetes
Efficient Ops
Efficient Ops
Nov 16, 2021 · Operations

How to Build a Scalable Prometheus Monitoring System with Thanos on Kubernetes

This article explains why monitoring is essential for production stability, compares white‑box and black‑box approaches, and provides a step‑by‑step guide to deploying Prometheus, configuring scrape targets, using Pushgateway and Alertmanager, and scaling the solution with Thanos in a Kubernetes environment.

AlertmanagerKubernetesObservability
0 likes · 21 min read
How to Build a Scalable Prometheus Monitoring System with Thanos on Kubernetes
Efficient Ops
Efficient Ops
Apr 18, 2021 · Operations

How to Build a Scalable Prometheus Monitoring System with Thanos on Kubernetes

This article explains why monitoring is essential for production stability, compares white‑box and black‑box approaches, details the advantages of Prometheus, walks through its architecture, metric types, query language, high‑availability strategies with Thanos, and provides practical Kubernetes deployment manifests and configuration tips.

DevOpsKubernetesObservability
0 likes · 21 min read
How to Build a Scalable Prometheus Monitoring System with Thanos on Kubernetes
Efficient Ops
Efficient Ops
Nov 25, 2020 · Operations

How to Build a Scalable, Highly‑Available Prometheus Monitoring Stack with Thanos

This article explains why standard Prometheus HA solutions fall short for large, multi‑region deployments, and walks through using Thanos—its components, configuration, and best‑practice tips—to achieve long‑term storage, unlimited scaling, a global view, and non‑intrusive monitoring across 300+ clusters.

High AvailabilityKubernetesObservability
0 likes · 24 min read
How to Build a Scalable, Highly‑Available Prometheus Monitoring Stack with Thanos
Efficient Ops
Efficient Ops
Nov 3, 2020 · Operations

How to Build a Scalable Prometheus Monitoring System with Thanos on Kubernetes

This article explains why monitoring is essential, compares white‑box and black‑box approaches, details Prometheus features, metric naming, query language, high‑availability challenges, and shows how to extend Prometheus with Thanos, Pushgateway, Alertmanager, and Kubernetes deployments for a robust observability stack.

AlertmanagerKubernetesObservability
0 likes · 20 min read
How to Build a Scalable Prometheus Monitoring System with Thanos on Kubernetes
Cloud Native Technology Community
Cloud Native Technology Community
Apr 21, 2020 · Cloud Native

Deploying Thanos on Kubernetes: Architecture, Deployment Options, and Practical Guide

This article explains the Thanos architecture, compares Sidecar and Receiver deployment modes, walks through object‑storage configuration, and provides complete Kubernetes YAML examples for Prometheus, Thanos Sidecar, Query, Store Gateway, Ruler, Compact, and Receiver to build a large‑scale cloud‑native monitoring system.

DeploymentKubernetesPrometheus
0 likes · 27 min read
Deploying Thanos on Kubernetes: Architecture, Deployment Options, and Practical Guide
Aikesheng Open Source Community
Aikesheng Open Source Community
Dec 25, 2019 · Operations

Deploying Thanos for Unified Prometheus Monitoring and Long‑Term Storage

This guide explains the background, key features, architecture, and step‑by‑step deployment of Thanos—including Sidecar, Store, Query, Compact, Bucket, Rule, and Check components—to provide a unified, high‑availability Prometheus monitoring view with unlimited historical data storage using object storage.

DeploymentPrometheusThanos
0 likes · 9 min read
Deploying Thanos for Unified Prometheus Monitoring and Long‑Term Storage
360 Tech Engineering
360 Tech Engineering
Dec 23, 2019 · Cloud Native

Using Thanos and Prometheus for Scalable Monitoring in OpenStack and Ceph Clusters

The article explains how Thanos combined with Prometheus provides a cloud‑native, highly available solution for long‑term metric storage and fast querying to address the exponential growth of monitoring data in large OpenStack and Ceph deployments.

ObservabilityOpenStackPrometheus
0 likes · 7 min read
Using Thanos and Prometheus for Scalable Monitoring in OpenStack and Ceph Clusters
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Dec 17, 2019 · Operations

How Thanos + Prometheus Solve Large‑Scale OpenStack Monitoring Challenges

This article explains how the Thanos and Prometheus combination provides long‑term, highly available monitoring for massive OpenStack and Ceph clusters, detailing its features, architecture, key components, practical deployment issues, and the operational problems it resolves.

CephObservabilityOpenStack
0 likes · 8 min read
How Thanos + Prometheus Solve Large‑Scale OpenStack Monitoring Challenges