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VictoriaMetrics/docs/anomaly-detection/README.md

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docs/vmanomaly:change links from relative to absolute (#6809) ### Describe Your Changes - change links from relative to absolute under Anomaly Detection section ### Checklist The following checks are **mandatory**: - [x] My change adheres [VictoriaMetrics contributing guidelines](https://docs.victoriametrics.com/contributing/).
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In the dynamic and complex world of system monitoring, VictoriaMetrics Anomaly Detection, being a part of our [Enterprise offering](https://victoriametrics.com/products/enterprise/), stands as a pivotal tool for achieving advanced observability. It empowers SREs and DevOps teams by automating the intricate task of identifying abnormal behavior in time-series data. It goes beyond traditional threshold-based alerting, utilizing machine learning techniques to not only detect anomalies but also minimize false positives, thus reducing alert fatigue. By providing simplified alerting mechanisms atop of [unified anomaly scores](https://docs.victoriametrics.com/anomaly-detection/components/models/#vmanomaly-output), it enables teams to spot and address potential issues faster, ensuring system reliability and operational efficiency.
docs: vmanomaly part 1 (#5558) * add `AD` section, fix links, release docs and changelog * - connect sections, refactor structure * - resolve suggestions - add FAQ section - fix dead links * - fix incorrect render of tables for Writer - comment out internal readers/writers - fix page ordering to some extent * - link licensing requirements from v1.5.0 to main page --------- Co-authored-by: Artem Navoiev <tenmozes@gmail.com>
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## Practical Guides and Installation
Begin your VictoriaMetrics Anomaly Detection journey with ease using our guides and installation instructions:
docs/vmanomaly:change links from relative to absolute (#6809) ### Describe Your Changes - change links from relative to absolute under Anomaly Detection section ### Checklist The following checks are **mandatory**: - [x] My change adheres [VictoriaMetrics contributing guidelines](https://docs.victoriametrics.com/contributing/).
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- **Quickstart**: Check out how to get `vmanomaly` up and running [here](https://docs.victoriametrics.com/anomaly-detection/quickstart/).
- **Overview**: Find out how `vmanomaly` service operates [here](https://docs.victoriametrics.com/anomaly-detection/overview/)
- **Integration**: Integrate anomaly detection into your observability ecosystem. Get started [here](https://docs.victoriametrics.com/anomaly-detection/guides/guide-vmanomaly-vmalert/).
- **Anomaly Detection Presets**: Enable anomaly detection on predefined set of indicators, that require frequently changing static thresholds for alerting. Find more information [here](https://docs.victoriametrics.com/anomaly-detection/presets/).
docs: vmanomaly slight improvements (#5637) * - better messaging - update links to dockerhub in guides - added anomaly_score to FAQ - improve model section (sort + use cases) - slight refactor of a guide * rename guide & change refs * change wording in installation options * - update remaining text reference - add cross-link to component sections in guide * add docs/.jekyll-metadata to .gitignore
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- **Installation Options**: Select the method that aligns with your technical requirements:
docs/vmanomaly:change links from relative to absolute (#6809) ### Describe Your Changes - change links from relative to absolute under Anomaly Detection section ### Checklist The following checks are **mandatory**: - [x] My change adheres [VictoriaMetrics contributing guidelines](https://docs.victoriametrics.com/contributing/).
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- **Docker Installation**: Suitable for containerized environments. See [Docker guide](https://docs.victoriametrics.com/anomaly-detection/overview/#run-vmanomaly-docker-container).
docs: vmanomaly slight improvements (#5637) * - better messaging - update links to dockerhub in guides - added anomaly_score to FAQ - improve model section (sort + use cases) - slight refactor of a guide * rename guide & change refs * change wording in installation options * - update remaining text reference - add cross-link to component sections in guide * add docs/.jekyll-metadata to .gitignore
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- **Helm Chart Installation**: Appropriate for those using Kubernetes. See our [Helm charts](https://github.com/VictoriaMetrics/helm-charts/tree/master/charts/victoria-metrics-anomaly).
docs: vmanomaly part 1 (#5558) * add `AD` section, fix links, release docs and changelog * - connect sections, refactor structure * - resolve suggestions - add FAQ section - fix dead links * - fix incorrect render of tables for Writer - comment out internal readers/writers - fix page ordering to some extent * - link licensing requirements from v1.5.0 to main page --------- Co-authored-by: Artem Navoiev <tenmozes@gmail.com>
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docs/vmanomaly:change links from relative to absolute (#6809) ### Describe Your Changes - change links from relative to absolute under Anomaly Detection section ### Checklist The following checks are **mandatory**: - [x] My change adheres [VictoriaMetrics contributing guidelines](https://docs.victoriametrics.com/contributing/).
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> **Note**: starting from [v1.5.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v150) `vmanomaly` requires a [license key](https://docs.victoriametrics.com/anomaly-detection/overview/#licensing) to run. You can obtain a trial license key [**here**](https://victoriametrics.com/products/enterprise/trial/).
docs: vmanomaly part 1 (#5558) * add `AD` section, fix links, release docs and changelog * - connect sections, refactor structure * - resolve suggestions - add FAQ section - fix dead links * - fix incorrect render of tables for Writer - comment out internal readers/writers - fix page ordering to some extent * - link licensing requirements from v1.5.0 to main page --------- Co-authored-by: Artem Navoiev <tenmozes@gmail.com>
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docs: vmanomaly chapter hotfixes (#5583) * update link to book a demo for AD & RCA * fix invalid refs in components/model * - fix staging -> prod links - replace capitalized FAQ headers - change the section order on main page - replace :latest tag with current stable
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## Key Components
Explore the integral components that configure VictoriaMetrics Anomaly Detection:
docs/vmanomaly:change links from relative to absolute (#6809) ### Describe Your Changes - change links from relative to absolute under Anomaly Detection section ### Checklist The following checks are **mandatory**: - [x] My change adheres [VictoriaMetrics contributing guidelines](https://docs.victoriametrics.com/contributing/).
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* [Explore components and their interation](https://docs.victoriametrics.com/anomaly-detection/components/)
- [Models](https://docs.victoriametrics.com/anomaly-detection/components/models/)
- [Reader](https://docs.victoriametrics.com/anomaly-detection/components/reader/)
- [Scheduler](https://docs.victoriametrics.com/anomaly-detection/components/scheduler/)
- [Writer](https://docs.victoriametrics.com/anomaly-detection/components/writer/)
- [Monitoring](https://docs.victoriametrics.com/anomaly-detection/components/monitoring/)
docs: vmanomaly chapter hotfixes (#5583) * update link to book a demo for AD & RCA * fix invalid refs in components/model * - fix staging -> prod links - replace capitalized FAQ headers - change the section order on main page - replace :latest tag with current stable
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docs: vmanomaly part 1 (#5558) * add `AD` section, fix links, release docs and changelog * - connect sections, refactor structure * - resolve suggestions - add FAQ section - fix dead links * - fix incorrect render of tables for Writer - comment out internal readers/writers - fix page ordering to some extent * - link licensing requirements from v1.5.0 to main page --------- Co-authored-by: Artem Navoiev <tenmozes@gmail.com>
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## Deep Dive into Anomaly Detection
Enhance your knowledge with our handbook on Anomaly Detection & Root Cause Analysis and stay updated:
* Anomaly Detection Handbook
- [Introduction to Time Series Anomaly Detection](https://victoriametrics.com/blog/victoriametrics-anomaly-detection-handbook-chapter-1/)
- [Types of Anomalies in Time Series Data](https://victoriametrics.com/blog/victoriametrics-anomaly-detection-handbook-chapter-2/)
- [Techniques and Models for Anomaly Detection](https://victoriametrics.com/blog/victoriametrics-anomaly-detection-handbook-chapter-3/)
* Follow the [`#anomaly-detection`](https://victoriametrics.com/blog/tags/anomaly-detection/) tag in our blog
## Frequently Asked Questions (FAQ)
Got questions about VictoriaMetrics Anomaly Detection? Chances are, we've got the answers ready for you.
docs/vmanomaly:change links from relative to absolute (#6809) ### Describe Your Changes - change links from relative to absolute under Anomaly Detection section ### Checklist The following checks are **mandatory**: - [x] My change adheres [VictoriaMetrics contributing guidelines](https://docs.victoriametrics.com/contributing/).
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Dive into [our FAQ section](https://docs.victoriametrics.com/anomaly-detection/faq/) to find responses to common questions.
docs: vmanomaly part 1 (#5558) * add `AD` section, fix links, release docs and changelog * - connect sections, refactor structure * - resolve suggestions - add FAQ section - fix dead links * - fix incorrect render of tables for Writer - comment out internal readers/writers - fix page ordering to some extent * - link licensing requirements from v1.5.0 to main page --------- Co-authored-by: Artem Navoiev <tenmozes@gmail.com>
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## Get in Touch
docs/vmanomaly: improve FAQ (#6369) ### Describe Your Change More explicit [vmanomaly FAQ](https://docs.victoriametrics.com/anomaly-detection/faq/index.html), based on common Q&A from recent communications with users ### Checklist The following checks are **mandatory**: - :heavy_check_mark: My change adheres [VictoriaMetrics contributing guidelines](https://docs.victoriametrics.com/contributing/).
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We are eager to connect with you and adapt our solutions to your specific needs. Here's how you can engage with us:
docs: vmanomaly chapter hotfixes (#5583) * update link to book a demo for AD & RCA * fix invalid refs in components/model * - fix staging -> prod links - replace capitalized FAQ headers - change the section order on main page - replace :latest tag with current stable
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* [Book a Demo](https://calendly.com/victoriametrics-anomaly-detection) to discover what our product can do.
docs/vmanomaly: v1.12 updates & fixes (#6046) * docs/vmanomaly: v1.12.0 & link updates * add autotuned description to model section * - update refs of vmanomaly on enterprise and vmalert pages - add diagrams for model types - update self-monitoring section * - fix typos - remove .index.html from links
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* Interested in exploring our [Enterprise features](https://victoriametrics.com/products/enterprise), including [Anomaly Detection](https://victoriametrics.com/products/enterprise/anomaly-detection)? [Request your trial license](https://victoriametrics.com/products/enterprise/trial/) today and take the first step towards advanced system observability.
docs: vmanomaly part 1 (#5558) * add `AD` section, fix links, release docs and changelog * - connect sections, refactor structure * - resolve suggestions - add FAQ section - fix dead links * - fix incorrect render of tables for Writer - comment out internal readers/writers - fix page ordering to some extent * - link licensing requirements from v1.5.0 to main page --------- Co-authored-by: Artem Navoiev <tenmozes@gmail.com>
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---
docs/vmanomaly:change links from relative to absolute (#6809) ### Describe Your Changes - change links from relative to absolute under Anomaly Detection section ### Checklist The following checks are **mandatory**: - [x] My change adheres [VictoriaMetrics contributing guidelines](https://docs.victoriametrics.com/contributing/).
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Our [CHANGELOG is just a click away](https://docs.victoriametrics.com/anomaly-detection/changelog/), keeping you informed about the latest updates and enhancements.
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