Kubernetes on Edge Day North America 2022
2022-10-25
Detroit, 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
edge platform engineers, site reliability engineers, embedded systems engineers, devops engineers, machine learning engineers, telecom operators, open source community maintainers
topics
WebAssembly AI on edge; WasmEdge AOT and WASI; TensorFlow Lite inference pipelines; microshift small-form-factor Kubernetes; immutable over-the-air OS (Kairos); Cilium Cluster Mesh service affinity; Project Flotta Kubernetes device management; Nephio intent-driven multi-site provisioning; Kepler per-pod energy metrics; Project Cassini hardware root of trust; StarlingX telecom edge cloud; edge data platform with RabbitMQ and Spring Cloud
| title | author | length |
|---|---|---|
| Welcome + Opening Remarks | Steven Wong | 07m |
Opening remarks challenge the headline claim that edge will be four times larger than cloud and produce 75% of data by 2025, while citing Federal Reserve data… | ||
| Keynote: Time to Unlock the Edge Potential at Scale | Jeremy Oakey | 03m |
Kubernetes is already running at the edge for 1-in-3 orgs in production, driven by scale and new use cases, and a 500+ respondent survey finds 67% reported… | ||
| Keynote: Containers Where YOU Want Them: All the Way to the Edge | Nick Barcet | 07m |
Two customers — Lockheed Martin and ABB — drive a specific solution: a tiny Kubernetes called microshift rebuilt as a single-binary small-form-factor… | ||
| WebAssembly Based AI as a Service on the Edge with Kubernetes | Rishit Dagli, Shivay Lamba | 32m |
Shows a concrete pipeline: Rust code compiles to a .wasm module, optionally AOT‑compiled with WasmEdge to native, runs TensorFlow Lite MobileNetV2 inference… | ||
| Accelerating Data Processing and Consumption for Building Modern Apps at the Edge | Marilyn Basanta, Ed Byford | 25m |
Claims that an open source edge data platform using RabbitMQ, Apache Geode and spring cloud data flow plus K-native lets apps do AI/ML inferencing locally… | ||
| Which Edge Are You on? Service Affinity with Cilium Cluster Mesh | Raymond de Jong | 13m |
Cilium Cluster Mesh uses eBPF to advertise per-cluster endpoints as a globalService=true ClusterIP annotation, then enforces serviceAffinity=local or… | ||
| Enable a Cloud Native Edge Without Lock-Ins | Marc Meunier | 09m |
Project Cassini bundles three practical tools for portable, secure edge Kubernetes: Project Cassini coordinates work; Parsec exposes standard language APIs… | ||
| Lightning Talk: Nephio at the Edge | Amar Kapadia | 11m |
Nephio is a Kubernetes-based system that delivers intent-driven templates to provision cloud and edge infra and xNFs at multi-site scale (tens of thousands of… | ||
| ⚡ Lightning Talk: Tiny Edge Sites, Big Challenges, Elevated Open Infrastructure Solutions | Ildikó Váncsa | 11m |
StarlingX is an integrated open source edge cloud platform that runs in production at large telecom operators and targets 5G and O-RAN needs, combining… | ||
| Kubernetes at Home to Host Entertainment & Productivity Apps + More | Steven Wong, Amar Gandhi | 34m |
A homelab blueprint that mixes bare metal, VMs and Kubernetes with concrete examples and numbers: a Dell R710 bought for ~$99 runs multiple clusters; a… | ||
| LF Edge Landscape and Project and Community Update | Tina Tsou | 26m |
LF Edge defines a unified framework launched Jan 2019 and now organizes 12 projects across three maturity stages with names like Akraino, EdgeX, Fledge, EVE… | ||
| Energy Efficient Placement of Edge Workloads | Parul Singh, Kaiyi Liu | 20m |
Kepler uses eBPF to probe kernel counters and exports per-pod energy metrics (CPU, GPU, DRAM) as Prometheus time series with low agent overhead, and a Kepler… | ||
| PCEI at the EDGE | Amar Kapadia, Oleg Berzin | 35m |
Blueprint builds a working federated edge: Terraform provisions bare metal on Equinix Metal, Kubernetes is installed and managed with Helm and Ansible, and… | ||
| Closing Remarks | Tina Tsou | 05m |
Kubernetes on Edge Day runs 9am–5pm and collects demos, lightning talks, interns and end‑user stories that test real edge deployments; sponsors include Red… | ||
| MLOps Pipelines to Deliver Tf.Lite Models to Distributed Compute Pools at the Edge | Maciej Mazur | 13m |
End-to-end demo builds an automated MLOps pipeline that trains an object detector from TensorFlow Model Zoo, runs OCR to extract license plates, and exports… | ||
| Edge Meets Kubernetes: Project Flotta | Jakub Dżon, Gloria Ciavarrini | 27m |
Project Flotta registers Linux devices into Kubernetes by generating a make agent install script that installs RPMs (node_exporter, podman, ansible, nftables)… | ||
| Keynote: Edge Native is the new Cloud Native - Modern Apps at the Edge | Marilyn Basanta | 06m |
Argues that edge is the next evolution of cloud and that manufacturing sites often move straight to Kubernetes instead of stovepiped VMs, claiming coexistence… | ||
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