andrewm4894

7 ms·

1.
by andrewm4894 3y ago
Hey, I'm trying to get this project off the ground and looking for feedback, users, and maybe even some contributors. Idea is simple way to just get decent anomaly detection on metrics. Dagster does the orchestration on top of whatever
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Anomstack – Painless open source anomaly detection for your metrics(github.com)
1 points by andrewm4894 3y ago|1 comments
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by andrewm4894 3y ago
we are in process of getting the plugin signed at the moment: https://github.com/netdata/netdata-grafana-datasource-plugin
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by andrewm4894 3y ago
hey - I work on ML at Netdata (disclaimer). We have a big PR open and under review at moment that brings in a lot more logs capabilities: https://github.com/netdata/netdata/pull/13291 We also have some specif
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by andrewm4894 3y ago
actually sorry in this case its more like parent-child https://learn.netdata.cloud/docs/architecture/deployment-str... and just dont have to claim the nodes to Netdata Cloud if you don't want to.
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by andrewm4894 3y ago
hey - i work in Netdata on ML Just to mention there is this doc too that also tries to explain various deployment strategies e.g. stand alone: https://learn.netdata.cloud/docs/architecture/deployment-str...
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by andrewm4894 3y ago
mmm nachos
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by andrewm4894 3y ago
Hey - i work for Netdata on ML. We have recently created enterprise self hosted options for bigger customers who can't use cloud etc. (prob not as relevant here) For self hosted at a smaller scale then you can have your own parent with
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by andrewm4894 3y ago
Cool! - we always looking for feedback, feel free to hop into our discord, forum, or GH discussions (links here: https://www.netdata.cloud/community/ ) to leave any feedback or ask any questions if you run into any issu
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by andrewm4894 3y ago
> So I turned to Netdata. A one liner on each server and we had super sexy and fast dashboard for each server. No birds eye view, but fine. I then spent maybe 3-4 days trying to figure out how to get alerting to work (just email, but fin
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by andrewm4894 3y ago
Can you give some specifics if you have a sec? (Not trying to be smart or anything, genuinely trying to get feedback as feedback from random users on HN is actually a really good and different audience than maybe we usually hear from so jus
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by andrewm4894 3y ago
I do believe that the FE part is not open source but a custom licence. So agent is still all open source but the FE code is not is my understanding. Anyway not at all an expert here or anything but will try ping someone internally to explai
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by andrewm4894 3y ago
Yep, works for parents regardless of having a cloud account or not. https://sanfrancisco.my-netdata.io/ ^ this is a demo node with 2 children, can see all the nodes easily now via the parent node dashboard. (Disclaimer: I w
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How Netdata's ML Based Anomaly Detection Works(blog.netdata.cloud)
2 points by andrewm4894 3y ago|1 comments
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by andrewm4894 3y ago
Here is a post I wrote at work about how the anomaly detection system I am working on works and some discussion around design choices etc.
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by andrewm4894 3y ago
Oh meant to add, here is a blog post on the airflow medium discussing it a bit more. https://medium.com/apache-airflow/painless-anomaly-detection...
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An airflow provider for anomaly detection(github.com)
2 points by andrewm4894 3y ago|3 comments
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by andrewm4894 3y ago
I created an Airflow provider to make it easy to just bring your sql to define metrics and then have decent out of the box anomaly detection dags running and sending alerts via Airflow. Just started it recently and have been dogfooding it i
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by andrewm4894 3y ago
It's going to be very useful to know how all this stuff works so you can apply it or even just understand it, it's strengths and weaknesses. The is still a lot of stuff to happen and be done before any of it near enough useful and
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by andrewm4894 3y ago
Are you a LLM or something? :)
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by andrewm4894 3y ago
Love all his courses!
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by andrewm4894 4y ago
Have bookmarked it to sit down and properly read later :)
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by andrewm4894 4y ago
Can this be enabled on grafana cloud?
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Netdata: Easy to Deploy, Easy to Use Linux Infrastructure Performance Monitoring(youtube.com)
8 points by andrewm4894 4y ago|0 comments
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by andrewm4894 4y ago
I found this article that sort of covers similar ideas really interesting too. https://home.robusta.dev/blog/stop-using-cpu-limits/
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by andrewm4894 4y ago
Nice!
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by andrewm4894 5y ago
I literally shared a link to the part of the code that shows we don't capture and record the ip address in our telemetry. You are being quite disingenuous calling things "spyware". I do appreciate the opt-in vs opt-out argume
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by andrewm4894 5y ago
Here is a guide around how to develop your own python based collector. https://learn.netdata.cloud/guides/python-collector
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by andrewm4894 5y ago
Good to hear metrics correlation might be useful to you, just as background you can get more info here: https://www.netdata.cloud/blog/netdata-cloud-metric-correlat... At the moment it's based on a short window of
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by andrewm4894 5y ago
oh cool that's a nice tool. p.s. i am the only person working on ML at Netdata and i can confirm we don't gather any data for ML purposes, which is actually my biggest challenge right now :) - convincing people the ML can be usefu

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