Explore the evolution of AIOps in this conference talk from Conf42 SRE 2024. Delve into key SRE challenges and the motivation behind AIOps adoption. Discover the transformation from traditional monitoring to zero-touch operations. Learn about eBPF technology, its functionality, and its role in next-generation AIOps. Examine current market challenges in AIOps implementation. Investigate practical use cases, including risk assessment in containerized applications, securing DevOps pipelines, and an SRE copilot powered by generative AI. Witness a demo architecture showcasing these concepts in action. Gain valuable insights and takeaways for implementing advanced AIOps strategies in your SRE practices.
Journey to Next-Gen AIOps: eBPF and GenAI - Conf42 SRE 2024
Overview
Syllabus
intro
preamble
speakers
agenda
key sre challenges
why do sres need aiops?
transformation from monitoring to zero-touch
what is ebpf?
how does ebpf work?
aiops: current challenges on the market
use case *1: risk assessment in containerized applications
use case *2: securing devops pipelines
use case *3: sre copilot powered by genai
demo architecture
conclusion takeaways
thank you!
Taught by
Conf42
