VictoriaMetrics/docs/Articles.md

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Articles

See also case studies.

Third-party articles and slides about VictoriaMetrics

• The (Almost) Infinitely Scalable Open Source Monitoring Dream
• Monitoring at scale with Victoria Metrics
• Optimizing Linkerd metrics in Prometheus
• Optimizing the Storage of Large Volumes of Metrics for a Long Time in VictoriaMetrics
• How do We Keep Metrics for a Long Time in VictoriaMetrics
• Announcing Asserts
• Choosing a Time Series Database for High Cardinality Aggregations
• Scaling to trillions of metric data points
• VictoriaMetrics vs. OpenTSDB
• Monitoring of multiple OpenShift clusters with VictoriaMetrics
• Fly's Prometheus Metrics
• Infrastructure monitoring with Prometheus at Zerodha
• Sismology: Iguana Solutions’ Monitoring System
• Prometheus High Availability and Fault Tolerance strategy, long term storage with VictoriaMetrics
• How we improved our Kubernetes monitoring at Smarkets, and how you could too
• Kubernetes and VictoriaMetrics in Mist v4.6
• Foiled by the Firewall: A Tale of Transition From Prometheus to VictoriaMetrics
• Observations on Better Resource Usage with Percona Monitoring and Management v2.12.0
• Better Prometheus rate() function with VictoriaMetrics
• Percona monitoring and management migration from Prometheus to VictoriaMetrics FAQ
• Compiling a Percona Monitoring and Management v2 Client in ARM: Raspberry Pi 3 Reprise
• Making peace with Prometheus rate()
• Monitoring K8S with VictoriaMetrics
• CMS monitoring R&D: Real-time monitoring and alerts
• The CMS monitoring infrastructure and applications
• Disk usage: VictoriaMetrics vs Prometheus
• Benchmarking time series workloads on Apache Kudu using TSBS
• What are Open Source Time Series Databases?
• Evaluating performance and correctness
• Running VictoriaMetrics on Raspberry PI
• Calculating the Error of Quantile Estimation with Histograms
• Monitoring private clouds with VictoriaMetrics at LeroyMerlin
• Monitoring Kubernetes with VictoriaMetrics+Prometheus
• High-performance Graphite storage solution on top of VictoriaMetrics
• Cloud Native Model Driven Telemetry Stack on OpenShift
• Observability, Availability & DORA’s Research Program
• Tame Kubernetes Costs with Percona Monitoring and Management and Prometheus Operator
• Prometheus VictoriaMetrics On AWS ECS
• API Monitoring With Prometheus, Grafana, AlertManager and VictoriaMetrics
• Solving Metrics at scale with VictoriaMetrics
• Monitoring Kubernetes clusters with VictoriaMetrics and Grafana
• Multi-tenancy monitoring system for Kubernetes cluster using VictoriaMetrics and operators
• Monitoring as Code на базе VictoriaMetrics и Grafana
• Push Prometheus metrics to VictoriaMetrics or other exporters
• Install and configure VictoriaMetrics on Debian
• Superset BI with Victoria Metrics
• VictoriaMetrics Source Code Analysis - Bloom filter
• How we tried using VictoriaMetrics and Thanos at the same time
• Prometheus, Grafana, and Kubernetes, Oh My!
• Explaining modern server monitoring stacks for self-hosting

Our articles

Announcements

• Open-source strategy at VictoriaMetrics
• Open-sourcing VictoriaMetrics
• VictoriaMetrics — creating the best remote storage for Prometheus
• Anomaly Detection in VictoriaMetrics

Benchmarks

• Grafana Mimir and VictoriaMetrics: performance tests
• When size matters — benchmarking VictoriaMetrics vs Timescale and InfluxDB
• High-cardinality TSDB benchmarks: VictoriaMetrics vs TimescaleDB vs InfluxDB
• Insert benchmarks with inch: InfluxDB vs VictoriaMetrics
• Measuring vertical scalability for time series databases in Google Cloud
• Billy: how VictoriaMetrics deals with more than 500 billion rows
• First look at performance comparison between InfluxDB IOx and VictoriaMetrics
• Prometheus vs VictoriaMetrics benchmark on node-exporter metrics
• Promscale vs VictoriaMetrics: resource usage on production workload

Technical articles

• How VictoriaMetrics makes instant snapshots for multi-terabyte time series data
• WAL Usage Looks Broken in Modern TSDBs
• mmap may slow down your Go app
• VictoriaMetrics: achieving better compression than Gorilla for time series data
• Stripping dependency bloat in VictoriaMetrics Docker image
• Speeding up backups for big time series databases
• Improving histogram usability for Prometheus and Grafana
• Why irate from Prometheus doesn't capture spikes
• VictoriaMetrics: PromQL compliance

Tutorials, guides and how-to articles

• Monitoring VictoriaMetrics
• PromQL tutorial for beginners and humans
• How to optimize PromQL and MetricsQL queries
• Analyzing Prometheus data with external tools
• Prometheus Subqueries in VictoriaMetrics
• How to migrate data from Prometheus to VictoriaMetrics
• VictoriaMetrics: how to migrate data from Prometheus. Filtering and modifying time series.
• How to use relabeling in Prometheus and VictoriaMetrics
• How to monitor Go applications with VictoriaMetrics
• Prometheus storage: tech terms for humans
• Cardinality explorer

Other articles

• How ClickHouse inspired us to build a high performance time series database. See also slides
• OSA Con 2022: Specifics of data analysis in Time Series Databases
• OSMC 2022. VictoriaMetrics: scaling to 100 million metrics per second
• CNCF Paris Meetup 2022-09-15 - VictoriaMetrics - The cost of scale in Prometheus ecosystem. See also slides
• Comparing Thanos to VictoriaMetrics cluster
• Evaluation performance and correctness: VictoriaMetrics response