[tmd83]

https://www.hyperdx.io/docs/oss-vs-cloud

This page shows event pattern available for both oss vs. cloud. The blog doesn't mention exactly how this is being which would be an interesting read but I understand if a secret sauce.

I recall quite a few years ago a standalone commercial & hosted tool for doing something like this just on logs for anomaly detection. Anyone has any reference for similar tools for working with direct log data (say from log files) or in a similar capacity like hypderdx (oss or commercial)

[mikeshi42]

It's not secret! We want to be as open as possible - and it's in the OSS version if you want to try it out.

The technical details are best explained by the authors of the original paper [1]. We weren't smart enough to come up with it on our own and can't take credit for that haha

[1] http://jiemingzhu.github.io/pub/pjhe_icws2017.pdf

[theharshpat]

Interesting read! Do you have more such paper recommendations?

Where do you discover these papers to read?

[mikeshi42]

Sorry for the late reply! I'd probably have to dig pretty deep into my browser history, but we did some searching around, and largely looked for some benchmark papers to get an overview and from there could easily branch out to different implementations (from the citations).

Generally pretty good way to approach research papers in a new field I recall being taught, there's always some sort of "landscape overview" paper being published that can help distill down the SoTA and you can just follow the references.