Autonomous Incident and Root Cause Detection

Cloud Performance Root Cause Analysis at Netflix • Brendan Gregg • YOW! 2018

SOME/IP - A Service Oriented Architecture (Intrepid Tech Day '19)

Automated root cause detection for external data sources with Dynatrace Davis AIOps

Determining Root Cause with AIOps

MicroHECL: High-Efficient Root Cause Localization in Large-Scale Microservice Systems

Anomaly Detection at the Edge | Microsoft Azure Cognitive Services | Root Cause Analysis | TIBCO

USENIX ATC '24 - Diagnosing Application-network Anomalies for Millions of IPs in Production Clouds

Fundamental Tutorials of Dynatrace - Part-28 - 2024

The Simple Solution to Traffic

tinyML Talks: on-device model fine-tuning for industrial anomaly detection applications

BSDG: Anomaly Detection of Microservice Trace Based on Dual Graph Convolutional Neural Network

A Multivariate Characterization and Detection of Software Performance Antipatterns

Large-Scale Trace Analysis for Microservice Anomaly Detection and Root Cause Localization

USENIX ATC '22 - CRISP: Critical Path Analysis of Large-Scale Microservice Architectures

AWS Cost Management: Real-Time Cost Anomaly Detection and Root Cause Analysis

Sherlock: an anomaly detection service on top of Druid

"Scalable Anomaly Detection (with Zero Machine Learning)" by Arthur Gonigberg

SF BIG ANALYTICS 10 15 2015 Anomaly Detection and Root Cause Analysis

AWS re:Invent 2019: Paths to anomaly detection w/ TIBCO data science, streaming on AWS (AIM201-S)