Kubernetes on Edge Day North America 2024
2024-11-12
Salt Lake City, United States
[Kubernetes on Edge Day North America 2022, Kubernetes on Edge Day North America 2024, Kubernetes on Edge Day North America 2025]
who it's for
platform engineers, edge engineers, iot engineers, site reliability engineers, retail devops, machine learning engineers, security compliance engineers
topics
Akri device discovery and integration; Nephio hybrid cluster provisioning; Argo CD for at-edge scaling; SpinKube WebAssembly via runwasi shim; federated averaging on Kubernetes; workload allocation energy optimizer; Chyros immutable OS and secure boot; 4G packet core deployment on vessels; KubeSlice CDN-collocated migrations; kiosk pods with X11 and PulseAudio; policy as code for ATO compliance; Octopus Deploy continuous delivery at edge
| title | author | length |
|---|---|---|
| Welcome + Opening Remarks | Mars Toktonaliev | 03m |
Half-day schedule kicks off with housekeeping: thanks to sponsors Octopus Deploy and Spectr Cloud, a volunteer seven programming committee members, and… | ||
| Keyboards, Kiosks, and Kubernetes. Oh My! | Andrew Gracey | 16m |
Containerized a desktop stack (X11 + PulseAudio) as a three-container Pod with X11 sidecar, PulseAudio sidecar and a workload container communicating over… | ||
| The Perfect Storm: Production Kubernetes Running on Ocean Vessels | Raghushankar Vatte | 27m |
A global shipping customer runs a 600-vessel fleet that visits 340 ports and moves about one million refrigerated containers and wants to cut spoilage and… | ||
| From “Edge-Compatible” to “Edge-Native” | Saad Malik | 06m |
Kubernetes hits its 10th year and the talk reports concrete numbers: over 88,000 contributors, 1,800+ integrations, and 85% of orgs running edge (up from 50%)… | ||
| Accelerated Readiness with Global Compliance Patterns: The Winning... | Keith Basil | 10m |
Argues that building a library of risk management frameworks and treating policy as code lets teams shrink a 9–12 month artifact process into automated checks… | ||
| Scaling Kubernetes Deployment at the Edge with Argo and More | Colin Bowern | 05m |
Octopus Deploy presents concrete results: Kubernetes running as small NUC PC clusters in retail stores for a national pizza chain, deployments to medical… | ||
| Decentralized Federated Machine Learning: Empowering Edge Devices with Kubernetes | Haardik Dharma, Ekansh Gupta | 26m |
Deploys FLARE/Q-FL on Kubernetes (Minikube) with a server pod and two client pods, uses CIFAR-10, Docker image from Docker Hub, and Federated averaging for… | ||
| Edge DC Energy Efficiency: A K8s Workload Allocation Optimizer with Generic Server Power Model | Ying-Feng Hsu | 29m |
A Kubernetes-compatible Workload Allocation Optimizer uses a generic server power model (ML models managed in MLflow, XGBoost performs best) plus custom… | ||
| From Sensors to Servers: Efficient Edge Computing with Akri and WebAssembly | Kate Goldenring, Yu Jin Kim | 24m |
Akri discovers IoT devices and registers them as Kubernetes extended resources, supporting MQTT, OPC UA and udev and injecting broker credentials into Pods… | ||
| Making IoT Simple: Leveraging Akri & Nephio in a Hybrid Cloud En... | Vitumbiko Mafeni | 09m |
Integration of Nephio and Akri IoT package automates provisioning and runtime exposure of edge devices across a hybrid setup: management and 5G control-plane… | ||
| Closing Remarks | Mars Toktonaliev | 01m |
A persistent IoT working group on Kubernetes Slack holds links and resources for edge projects and ongoing coordination, and the conference closes with a brief… | ||
| No-Code Migration of Workloads to Retail Edge for Lowest... | Olyvia Rakshit, Ari Weil | 09m |
A solution that migrates Kubernetes front ends from hyperscalers onto Akamai’s edge CDN and managed Kubernetes, claiming an 18% mobile speedup and 25% faster… | ||
| nothing matches | ||