How vmagent Collects and Ships Metrics Fast with Aggregation, Deduplication, and More.

Salt Lake City, Utah, 13th November 2024 – Today we’re delighted to announce the GA release of our innovative logging solution - VictoriaLogs. Our easy-to-use, open source log management solution combines a powerful query language for easy log searching with minimal resource requirements. It’s perfect for managing and analyzing large volumes of log data, especially in containerised environments such as Kubernetes.

With this blog post, we continue our quarterly “What’s New” series to inform a broader audience about the latest features and improvements made to VictoriaMetrics Anomaly Detection (or simply vmanomaly). This post covers Q3'24 progress along with early Q4 to accommodate a slight shift in the publishing schedule — why not take advantage of it? Stay tuned for upcoming content on anomaly detection.

Azure linux is a Linux distribution built for Microsoft’s cloud infrastructure. It can be used as a base OS when creating node pools in Azure Kubernetes Service (AKS) clusters. Using Azure linux as a base OS for AKS node pools has several benefits, such as lower resources footprint, faster boot times, and better security.

Time series databases allow you to store and query metrics efficiently. For example, if you want to forecast load on your servers, or identify intermittent faults with your production services, time series databases can help. Besides infrastructure monitoring, time series databases have been invaluable in finance, IoT applications, manufacturing, and more. Many time series databases, including VictoriaMetrics, are open source.

Last week, I saw a user asking for help on Slack: Note: The screenshot was taken in the UTC+8 timezone, so the high churn rate at 8:00 AM occurs at 0:00 AM UTC.

I don’t understand why pure open-source licenses, such as Apache2, MIT or BSD, should be replaced with a source available license in order to increase profits from enterprise support contracts. That’s why we at VictoriaMetrics aren’t going to change the Apache2 license for our products. Our main goal is to provide good products to users, and to help users use these products in the most efficient way.

We’re happy to announce VictoriaMetrics Cloud, a hosted monitoring platform and managed service for metrics that allows organizations to monitor and store large amounts of time-series data, without having to run the underlying infrastructure. At a time when almost every enterprise relies on complex data to run, VictoriaMetrics Cloud delivers the power of the popular VictoriaMetrics open-source time series solution, which has reached 750 million downloads, with enterprise features.

Complex modern applications rely heavily on observability, and metric monitoring is a crucial part of observability. The most common process of metric monitoring, which includes data scraping, processing, storage, and visualization, can be summarized in the diagram below: If an issue arises, for example, when users ask, “I have already recorded metrics in the application, why can’t I see my metrics on Grafana?”, how should we troubleshoot it?

With this blog post, we are excited to introduce a quarterly “What’s New” series to inform a broader audience about the latest features and improvements made to VictoriaMetrics Anomaly Detection (or simply vmanomaly). This first post will cover both Q1 and Q2 of 2024. Stay tuned for the next content on anomaly detection.