Journey to Next-Gen AIOps: eBPF & GenAI | Michele Dodic & Anastasia Archangelskaya | Conf42 SRE 2024

Read the abstract ➤ https://www.conf42.com/Site_Reliability_Engineering_SRE_2024_Michele_Dodic_Anastasia_Archangelskaya_journey_nextgen_aio Other sessions at this event ➤ https://www.conf42.com/sre2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/DnyHgrC7jC Chapters 0:00 intro 0:26 preamble 0:34 speakers 1:12 agenda motivation 1:43 key sre challenges 3:11 why do sres need aiops? aiops journey 4:29 transformation from monitoring to zero-touch introduction to ebpf 9:58 what is ebpf? 10:27 how does ebpf work? next-gen aiops 11:38 aiops: current challenges on the market 14:08 use case *1: risk assessment in containerized applications 15:47 use case *2: securing devops pipelines 17:13 use case *3: sre copilot powered by genai 18:36 demo architecture 23:54 conclusion takeaways 24:40 thank you!