About this talk
This talk explores AI-Driven Observability and Operations in Cloud-Edge Systems, presented by Victor Palma. The session focuses on the emerging model of Artificial Intelligence for IT Operations (AIOps), which utilizes AI-supported methods to automate and streamline workflows in large-scale IT infrastructures. The speaker introduces a new experimental AIOps framework developed in OpenNebula with Prometheus integration, aimed at intelligent workload forecasting and infrastructure orchestration. The presentation also discusses the evaluation of AI-based time series forecasting techniques for predicting CPU usage of virtual machines and optimization strategies for VM placement based on these predictions.
More from this event
See all 58 talks →
Halil Ibrahim Kalkan: Building a Kubernetes Integrated Local Development Environment
45:20
Paco Orozco: Growing at the Edge: Doubling Traffic While Changing the API Gateway
45:03
Viktor Vedmich: Ideal Blueprint Versus Reality for CI/CD Pipelines
46:03
Koray Oksay: Continuous Deployment: The GitOps, The Pipelines, and The Ugly
43:03