Operations | Monitoring | ITSM | DevOps | Cloud

Netdata Agent release v1.35

Jun 14, 2022 By netdata In netdata
The latest Netdata Agent release v1.35 introduces massive improvements for the machine learning-powered Anomaly Advisor, Metric Correlations, Kubernetes monitoring, and much more. Anomaly Advisor & on-device Machine Learning This release features a launch of the flagship machine learning (ML) assisted troubleshooting Anomaly Advisor. Unsupervised ML models are trained for every metric, at the edge, on your devices, enabling real-time anomaly detection across all your systems and applications.
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netdata

Monitoring Ubuntu 20.04 and Activating ML with Netdata

Jun 7, 2022 By Christopher Boydstun In netdata

Sometimes a hat is just a hat, the truth is just the truth, and the clearly most popular example of a category is plain to see. In this case, Ubuntu is the most popular Linux distribution currently available. With the operating system’s superior popularity also comes an amazing amount of community support.

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netdata

Test Driving Machine Learning (ML) Anomaly Advisor

Jun 7, 2022 By Shyam Sreevalsan In netdata

Netdata’s new Anomaly Advisor feature lets you quickly identify potentially anomalous metrics during a particular timeline of interest. This results in considerably speeding up your troubleshooting workflow and saving valuable time when faced with an outage or issue you are trying to root cause.

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Anomaly Advisor Case Study - K6 Load Test

Jun 1, 2022 By netdata In netdata
In this video, our Analytics & ML Lead, Andrew Maguire, walks through an example case study using the K6 load testing platform to run a load test against some of our demo servers running Netdata. Watch in real-time as the Anomaly Advisor reacts to the load test and painlessly surfaces the most anomalous metrics, making it easy to just "see" the load test and how it plays out on the servers.
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Netdata Machine Learning Meetup

May 30, 2022 By netdata In netdata
This video livestream meetup by Netdata takes a deep dive into the fundamentals of Machine Learning in DevOps Infrastructure Monitoring. It also covers the Netdata way of approaching Machine Learning. The Anomaly Advisor major update to Netdata is introduced as a valuable troubleshooting tool for any DevOps or Site Reliability Engineer looking for anomalies in their infrastructure. The hosts share real-world infrastructure monitoring & troubleshooting examples, as well as early feedback from the community on the Anomaly Advisor.
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How to configure Netdata's all-new Anomaly Advisor, powered by ML, for real-time troubleshooting

May 26, 2022 By netdata In netdata
Netdata's Lead Machine Learning Engineer, Andrew Maguire, walks through how to configure the all-new Anomaly Advisor. This new feature lets you troubleshoot in real-time, at scale, by identifying periods of time with raised anomaly rates across your entire infrastructure. In this guided video, Andrew will explain how to enable Netdata's ML functionality then, how to set up unsupervised anomaly detection with minimal configuration, and lastly how the Anomaly Advisor works to speed up troubleshooting when an incident occurs.
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Introducing Anomaly Advisor for troubleshooting at scale

May 25, 2022 By netdata In netdata
Troubleshoot at scale with our all-new, lightweight Anomaly Advisor, powered by machine learning. The Anomaly Advisor finds periods of time with elevated anomaly rates across your entire infrastructure faster than ever before. This new feature works along with our ML unsupervised models on the edge, making your troubleshooting trouble-free! Even better, the Anomaly Advisor requires minimal configuration and is extremely lightweight. No need to worry about exhausting your CPU usage.
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