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Articles

Vika edited this page 2023-12-20 19:36:29 +00:00

Table of Contents

• Articles
• Third-party articles and slides about VictoriaMetrics
• Our articles
• Announcements
• Benchmarks
• Technical articles
• Tutorials, guides and how-to articles
• Other articles

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Articles

See also case studies.

Third-party articles and slides about VictoriaMetrics

• Datanami: Why Roblox Picked VictoriaMetrics for Observability Data Overhaul
• Cloudflare: Introducing notifications for HTTP Traffic Anomalies
• Grammarly: Better, Faster, Cheaper: How Grammarly Improved Monitoring by Over 10x with VictoriaMetrics
• CERN: CMS monitoring R&D: Real-time monitoring and alerts
• CERN: The CMS monitoring infrastructure and applications
• Forbes: The (Almost) Infinitely Scalable Open Source Monitoring Dream
• Forbes: The Agility In Cloud Observability
• Bedrock: Monitoring at scale with Victoria Metrics
• Percona: Optimizing the Storage of Large Volumes of Metrics for a Long Time in VictoriaMetrics
• Percona: Foiled by the Firewall: A Tale of Transition From Prometheus to VictoriaMetrics
• Percona: Observations on Better Resource Usage with Percona Monitoring and Management v2.12.0
• Percona: How do We Keep Metrics for a Long Time in VictoriaMetrics
• Miro: Prometheus High Availability and Fault Tolerance strategy, long term storage with VictoriaMetrics
• ZERODHA: Infrastructure monitoring with Prometheus at Zerodha
• ZERODHA: Monitoring K8S with VictoriaMetrics
• Criteo: VictoriaMetrics, a stress-free Prometheus Remote Storage for 1 Billion metrics
• Abios Gaming: Choosing a Time Series Database for High Cardinality Aggregations
• Cybozu: Monitoring Kubernetes clusters with VictoriaMetrics and Grafana
• Razorpay: Scaling to trillions of metric data points
• Fly.io: Fly's Prometheus Metrics
• Sismology: Iguana Solutions’ Monitoring System
• Nordic APIs: Monitoring with Prometheus, Grafana, AlertManager and VictoriaMetrics
• Smarkets: How we improved our Kubernetes monitoring at Smarkets, and how you could too
• Mist: Kubernetes and VictoriaMetrics in Mist v4.6
• Kintone: Multi-tenancy monitoring system for Kubernetes cluster using VictoriaMetrics and operators
• Alteos: Observability, Availability & DORA’s Research Program
• Brewblox: InfluxDB to Victoria Metrics
• Techetio: Evaluating Backend Options For Prometheus Metrics
• Asserts: Announcing Asserts
• Optimizing Linkerd metrics in Prometheus
• VictoriaMetrics vs. OpenTSDB
• Monitoring of multiple OpenShift clusters with VictoriaMetrics
• Ultra Monitoring with Victoria Metrics
• Percona: Better Prometheus rate() function with VictoriaMetrics
• Percona: Percona monitoring and management migration from Prometheus to VictoriaMetrics FAQ
• Percona: Compiling a Percona Monitoring and Management v2 Client in ARM: Raspberry Pi 3 Reprise
• Percona: Tame Kubernetes Costs with Percona Monitoring and Management and Prometheus Operator
• Making peace with Prometheus rate()
• 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
• Prometheus VictoriaMetrics On AWS ECS
• Solving Metrics at scale with VictoriaMetrics
• 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
• VictoriaMetrics static scraper
• VictoriaMetrics and Open Cosmos boldly takes edge computing to the edge of space
• Time Series in the Multiverse of Madness (in Korean), plus these slides
• VictoriaMetrics: an overview and its use instead of Prometheus
• VictoriaMetrics: deploying a Kubernetes monitoring stack
• VictoriaMetrics: VMAuth – Proxy, Authentication, and Authorization
• Solving metrics at scale with VictoriaMetrics
• VictoriaMetrics: a comprehensive guide
• Unleashing VM histograms for Ruby: Migrating from Prometheus to VictoriaMetrics with vm-client
• Observe and record performance of Spark jobs with Victoria Metrics
• Supercharge your Monitoring: Migrate from Prometheus to VictoriaMetrics for Scalability and Speed - Part 1
• Supercharge your Monitoring: Migrate from Prometheus to VictoriaMetrics for optimised CPU and Memory usage - Part 2

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
• Rules backfilling via vmalert

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. See also slides
• OSMC 2023. Large-scale logging made easy
• CNCF Paris Meetup 2022-09-15 - VictoriaMetrics - The cost of scale in Prometheus ecosystem. See also slides
• VictoriaMetrics Meetup December 2022. See also slides for "VictoriaMetrics 2022: new features" talk.
• Comparing Thanos to VictoriaMetrics cluster
• Evaluation performance and correctness: VictoriaMetrics response
• How to reduce expenses on monitoring slides and video
• Writing a TSDB from Scratch: Performance Optimization