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Release Announcement: InfluxDB OSS 1.8.1

A new maintenance release for InfluxDB OSS is available now. InfluxDB 1.8.1 release notes This maintenance release of InfluxDB OSS includes the following fixes and improvements: Optional feature: Allow configuration for users to add custom HTTP response headers to InfluxDB. This...

BIRCH for Anomaly Detection with InfluxDB

In this tutorial, we’ll use the BIRCH (balanced iterative reducing and clustering using hierarchies) algorithm from scikit-learn with the ADTK (Anomaly Detection Tool Kit) package to detect anomalous CPU behavior. We’ll use the InfluxDB 2.0 Python Client to query our data...

Release Announcement: Chronograf 1.8.5

A new maintenance release for Chronograf is now available. Chronograf 1.8.5 - Release Notes This maintenance release of Chronograf includes the following fixes: Chronograf OAuth - Fixed an issue where public url was required for generic OAuth configurations Windows Support -...

Release Announcement: InfluxDB 2.0.0 Beta 14

A new release of InfluxDB 2.0 Beta is available now. We will be shipping regular updates as we add new features and fix issues. Please keep in mind that these beta builds are not meant for testing performance or production usage....

Anomaly Detection with Median Absolute Deviation

When you want to spot containers, virtual machines (VMs), servers, or sensors that are behaving differently from others, you can use the Median Absolute Deviation (MAD) algorithm to identify when a time series is “deviating from the pack”. In this tutorial,...

WayKonect Uses InfluxDB to Improve Fleet Management

The fleet management industry has been quick to embrace technology. They want to understand the current state of vehicles and drivers to improve operations and safety. Data privacy laws are especially important as fleet managers expand their reach into new territories....

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Community Highlight: How Supralog Built an Online Incremental Machine Learning Pipeline with InfluxDB OSS for Capacity Planning

This article was written by Gregory Scafarto, Data Scientist intern at Supralog, in collaboration with InfluxData’s DevRel Anais Dotis-Georgiou. At InfluxData, we pride ourselves on our awesome InfluxDB Community. We’re grateful for all of your contributions and feedback. Whether it’s Telegraf...

Exploring Geo-Temporal Flux

Flux recently added geo-temporal capabilities to its arsenal, and I have been exploring how to effectively use this new combination of time series and geolocation data. To help get you started, we’ll cover a geo-temporal overview and then look into a...

Release Announcement: Telegraf 1.14.5

A new maintenance release for Telegraf is available now. Telegraf 1.14.5 release notes This maintenance release of Telegraf includes improvements to the following plugins: Agent Prevents startup when tags have an incorrect type in the configuration file Procstat Input (procstat) Improved the performance of...

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