Prometheus-Enabled AI Deep Observability Based on eBPF

Explore a conference talk that delves into the integration of Prometheus and eBPF for advanced AI-driven observability in software systems. Learn about the evolution of BPF technology, its architecture, and how it can be leveraged for deep kernel-level metrics detection. Discover the potential of combining Prometheus, an open-source monitoring management system, with eBPF to enhance observability in containerized environments. Gain insights into deploying eBPF tasks within containers for efficient kernel metric monitoring and understand how this approach contributes to AI-powered deep observability in modern software infrastructures.

OPEN SOURCE SUMMIT
Contents
Overview
Related Open Source Projects
BPF Application Example
BPF Evolution
eBPF Architecture
Prometheus Open Source Monitoring Management System
Deploying eBPF Tasks in Containers to Detect Kernel metrics