KubeDay Colombia 2024
2024-10-09
Medellín, Colombia
who it's for
platform engineers, kubernetes operators, site reliability engineers, devops engineers, machine learning engineers, security engineers, open source contributors
topics
Cilium and eBPF networking; service mesh and Gateway API; NVIDIA GPU Operator workflows; Kubernetes autoscaling with Karpenter; infrastructure as code with AWS CDK; cluster and pod provisioning from code; Kubernetes operators with KubeBuilder; observability with OpenTelemetry; WebAssembly runtimes and WASI; container scanning security risks; auditing Kubernetes user access; AI model deployment on Kubernetes
| title | author | length |
|---|---|---|
| Keynote Welcome + Opening Remarks | Daniel Krook | 06m |
A concise overview of what CNCF does and how the community is growing: CNCF hosts Kubernetes and 200+ projects, adding 20 projects this year with about 8 more… | ||
| Keynote: Breaking Down Silos Unlocking Innovation Through Cross Sector Collaboration | Cristher Castro | 10m |
Examines how organizations, academia, and open-source communities can overcome siloed working to collaborate; it argues that cross-sector collaboration unlocks… | ||
| Keynote: Defending AI on Kubernetes: Red Team Playbook | Andrew Martin | 16m |
Claims that large models are easy to backdoor with embedded Python or trigger strings and that training costs range from about $900 for early transformers to… | ||
| Keynote: How to Craft Open Source Contributions | Carol Valencia | 11m |
This keynote explains practical ways to begin contributing to open source projects, covering why contributions help skills, community impact, networking, and… | ||
| Embracing Open Source as a Source of Inspiration for Innovation and Collaboration | Angel Ramirez, Cuemby, Alvaro Soto, Red Hat, Fernando Correa, Mercadolibre, Margarita Manterola, Independent, Matias Mospan, Whitestack | 38m |
Latin America’s companies are adopting open-source culture to boost innovation, efficiency, and collaboration across teams. The talk explains using the TODO… | ||
| Optimizing AI and ML with Platform Engineering | Angel Ramirez, Cuemby, Elías Quintero, Guane enterprises | 37m |
Describes how platform engineering using open-source and cloud-native tools can improve AI infrastructure and MLOps, based on a case study between Cuemby and… | ||
| From CNI to Service Mesh: Demystifying Kubernetes Networking | Jorge Gomez | 31m |
Explains Kubernetes networking building blocks: how CNIs (Container Network Interface) enable Pod-to-Pod communication, the options for exposing applications… | ||
| Building a Complete Infrastructure Ecosystem with Kubernetes Ready for Production | Hudson Coutinho, Erivaldo Lopes | 38m |
Demonstrates how to set up a production-ready infrastructure ecosystem using Docker, Kubernetes, and Rancher. Provides a practical, hands-on lab that… | ||
| Harnessing Kubernetes: The Paradigm Shift to Code‑Provisioned Clusters and Pods | Alejandro Mercado | 31m |
The talk explains provisioning Kubernetes clusters and pods using Infrastructure as Code, focusing on tools like Terraform, Pulumi, and AWS CDK. It covers… | ||
| WebAssembly: Everything Everywhere All at Once | Alvin Estrada | 36m |
Introduces the WebAssembly ecosystem and how WebAssembly enables running code across IoT, edge, cloud, and serverless environments to achieve a “build once… | ||
| What Does a Successful OSS Career Look Like? | Marga Manterola | 33m |
Margarita shares lessons from over 20 years working in technology and open source, including roles as individual contributor and manager at both large tech… | ||
| AI in Kubernetes: How to Get Started? | David Espejo | 38m |
Shows a concrete path: using Flyte to run a Python ML pipeline that fine‑tunes a foundation model, applies quantization/LoRA-style compression, and serves with… | ||
| Watching the Watchers: The Hidden Risks of Container Scanning Tools | Chad M. Crowell | 29m |
Vulnerability scanners themselves often contain exploitable bugs, require elevated privileges, and produce false positives and false negatives; a concrete… | ||
| Auditing Kubernetes Users: Tracking Security Holes | Carol Valencia | 19m |
Kubernetes auditing mechanisms and the Kubernetes Audit API are examined to show how to track user activities and important audit events. The talk analyzes… | ||
| Demystifying Kubernetes Resource Management | Rafa Brito | 34m |
Live demos use 1 worker node with 2 CPUs and 2GiB and a Google resource-consumer to run three pods: no-req, req-only, req+limit while watching Grafana and… | ||
| Mastering Kubernetes Operators with KubeBuilder: Sending Metrics to Prometheus | Gerardo Lopez Falcon, Fabrizio Sgura | 33m |
Shows how to build and deploy a Kubernetes operator using KubeBuilder, covering setup through managing complex custom resources. Explains how to expose custom… | ||
| Kubernetes Autoscaling: Beyond One Size Fits All | John Platt | 29m |
Kubernetes clusters average about 20% efficiency, so horizontal scaling on CPU often thrashes; switching to queue depth cut costs roughly 5x in the demo. HPA… | ||
| When Traditional CI/CD Is No Longer Enough | Maria Camila Peña | 27m |
Ephemeral environments are presented as a solution to limitations of traditional CI/CD when teams and platforms grow. The talk explains what ephemeral… | ||
| Karpenter: Best Practices and Cost Optimization Techniques | Herbert Gomez | 33m |
Karpenter is a Kubernetes node lifecycle manager (launched by AWS, now in CNCF SIG Autoscaling beta and adopted by Azure) used to improve autoscaling behavior… | ||
| Supercharge Your Kubernetes DevOps: Achieving Observability Maturity with OpenTelemetry | Jhonnatan Gil Chaves | 33m |
The talk explains how to reach Observability Maturity for Kubernetes by using OpenTelemetry. It covers instrumenting containerized applications on Kubernetes… | ||
| 10 Years of Kubernetes History | Iván Camargo | 30m |
A retrospective of Kubernetes over the past ten years, covering its technical evolution, market impact, and likely future directions. The presenter describes… | ||
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