Disentangled Causal Graph Learning for Online Unsupervised Root Cause Analysis — mentioned by rboyd

Sun, 25 Aug 2024 18:02:04 GMT

Go read the papers on automated RCA. The algorithms are designed to suggest top K candidates for RCA. By definition at least k-1 are going to be wrong. https://arxiv.org/abs/2305.10638

Paper and discussion history. A mention is not an endorsement.

Disentangled Causal Graph Learning for Online Unsupervised Root Cause Analysis — mentioned by rboyd

Sat, 24 Aug 2024 23:14:06 GMT

I've been working on similar lately. Changepoint detection over our metrics time series, and using that to inform automated root cause analysis. I think your work was mentioned on our team channel this week. I found these papers to be pretty interesting: https://arxiv.org/abs/2305.10638 https://arxiv.org/abs/2402.02357 Anything else I should be reading?

Paper and discussion history. A mention is not an endorsement.

Disentangled Causal Graph Learning for Online Unsupervised Root Cause Analysis · HackerPapers discussions

Disentangled Causal Graph Learning for Online Unsupervised Root Cause Analysis — mentioned by rboyd

Disentangled Causal Graph Learning for Online Unsupervised Root Cause Analysis — mentioned by rboyd