Cloud Native Computing Foundation / Kubernetes on Edge Day NA 2022

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Cloud Native Computing Foundation / Kubernetes on Edge Day NA 2022

These are all the meetings we have in "Kubernetes on Edge D…" (part of the organization "Cloud Native Computi…"). Click into individual meeting pages to watch the recording and search or read the transcript.

15 Nov 2022

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe in Amsterdam, The Netherlands from April 17-21, 2023. Learn more at https://kubecon.io The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

Keynote: Edge Native is the new Cloud Native - Modern Apps at the Edge- Marilyn Basanta, VMware

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2023 in Amsterdam, The Netherlands from April 17-21. Learn more at https://kubecon.io​. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

Keynote: Edge Native is the new Cloud Native - Modern Apps at the Edge- Marilyn Basanta, VMware

Edge computing is the next evolution of cloud. Over the last decade, we’ve learned a lot about running applications on elastic clouds. Infrastructure Operators and Developers can apply much of what we’ve learned to Edge deployments, so that you can be confident that the same app is up to date and secure at many locations simultaneously. The two concepts we’ll cover in this quick talk are disposable infrastructure and using abstractions to enable t-shirt sizing at the Edge.
  • 1 participant
  • 6 minutes
edge
vmware
innovation
technology
modernizing
kubernetes
iot
virtualization
industry
ve
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3 Nov 2022

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2023 in Amsterdam, The Netherlands from April 17-21. Learn more at https://kubecon.io​. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

Edge Meets Kubernetes: Project Flotta - Jakub Dżon & Gloria Ciavarrini , Red Hat

Do you have a Raspberry Pi and want to learn about a cool way to use your devices and a Kubernetes cluster? During this talk Jakub and Gloria will introduce you to Project Flotta. They will demonstrate how to register your devices within a Kubernetes cluster and how to deploy containerized workloads. You can’t imagine how easy it is to access cameras or other sensors available on your device fleet, collect data from them and then transfer it from an edge device to a cluster using the Flotta Project (https://project-flotta.io/)! At the end of the presentation, you will be able to make your distributed collected data sets available in one central location. You will also learn how to monitor your devices using Flotta's built-in metrics and logs collection mechanisms, that will allow you to have good insight into how your workloads perform.
  • 2 participants
  • 27 minutes
kubernetes
devices
edge
docker
monitoring
demoset
project
cluster
hedgeboard
host
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3 Nov 2022

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2023 in Amsterdam, The Netherlands from April 17-21. Learn more at https://kubecon.io​. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

MLOps Pipelines to Deliver Tf.Lite Models to Distributed Compute Pools at the Edge - Maciej Mazur, Canonical

This session will be a demo showcasing how to create an automated MLOps pipeline, that trains a model for different classes of infrastructure. You will see how with Kubeflow and TensorflowLite you can work on a model for a smart city, which will detect cars, do license plate recognition and tell if plates actually match the car. This model will be then, from the same pipeline, available for a mobile phone app, a small form factor device like RaspberryPi/NVidia Jetson as well as a standard Tensorflow model for the datacenter.
  • 2 participants
  • 13 minutes
pipeline
workflow
mlops
envelope
processing
models
production
machine
tensorflow
notebooks
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28 Oct 2022

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2023 in Amsterdam, The Netherlands from April 17-21. Learn more at https://kubecon.io​. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

Accelerating Data Processing and Consumption for Building Modern Apps at the Edge - Marilyn Basanta & Ed Byford, VMware

There is an explosion of smart devices at the edge. The upstream bandwidth and real-time decision-making needs are driving the demand for on-premise edge compute. You can easily connect off the shelf open source components to manage AI/ML and real-time applications. By leveraging developer frameworks, message brokers, and in-memory caches, edge native applications can make real-time decisions while operating within the resource constraints at the edge. A common data platform accelerates development of applications at the edge by eliminating repetitive data management tasks. In this talk, we’ll highlight emerging edge application patterns in retail and manufacturing, showcase design considerations for AI/ML and real-time application deployments. Join this talk with the desire to learn more about data at the Edge and leave with knowledge of how this field is evolving.
  • 2 participants
  • 25 minutes
workflow
vmware
enterprises
efficiency
important
communications
eventing
uk
running
triathlons
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28 Oct 2022

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2023 in Amsterdam, The Netherlands from April 17-21. Learn more at https://kubecon.io​. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

Enable a Cloud Native Edge Without Lock-Ins - Marc Meunier, Arm

To help developers achieve portable, yet secure solutions for the Edge of your network, Arm has launched Project Cassini, an umbrella project that pulls together 3 projects to enable secure cloud native development at the edge and in IoT devices. During this talk we will go over the 3 sub-projects that form Project Cassini: 1. Project Parsec, a CNCF project that provides a turnkey solution to secure Kubernetes deployments while maintaining portability across any device. 2. PSA certified program which complements Parsec by providing a 3rd party certification to validate the root of trust of your system. 3. SystemReady certification, to ensure standard OSs boot out of the box, so you can focus on your Kubernetes deployment.
  • 1 participant
  • 9 minutes
kubernetes
deployments
software
security
firmware
interface
ai
ip
important
leveraging
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28 Oct 2022

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2023 in Amsterdam, The Netherlands from April 17-21. Learn more at https://kubecon.io​. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

Energy Efficient Placement of Edge Workloads - Parul Singh & Kaiyi Liu, Red Hat

Currently, the energy consumption metrics are only available at node levels. There is no way to obtain container-level energy consumption. Autoscalers and schedulers really need pod-level metrics data in order to obtain energy savings from resizing or migrating containers. The presentation introduces Kubernetes-based Efficient Power Level Exporter (Kepler) and its integration with Kubernetes. By leveraging eBPF programs, Kepler probes per container energy consumption related system counters and exports them as metrics. These metrics help end users observe their containers’ energy consumption and allow cluster admins to make intelligent decisions on achieving energy conservation goals. The next part of the presentation shows that Kepler can be easily integrated into Prometheus and render time series metrics into Grafana. At last, we will demonstrate sustainable management of clusters by leveraging Kepler, Cloud Native patterns, Observability and Kubernetes features like node selector, node labels, node name, affinity and anti-affinity to achieve energy efficient placement of edge workloads based on the ideal load of an edge destination.
  • 2 participants
  • 20 minutes
technologies
sustainability
computing
workloads
emissions
infrastructure
carbon
cpu
pod
kubernetes
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28 Oct 2022

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2023 in Amsterdam, The Netherlands from April 17-21. Learn more at https://kubecon.io​. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

Keynote: Containers Where YOU Want Them: All the Way to the Edge - Nick Barcet, Red Hat

From industrials to defense, healthcare to space, or even drones to cameras, containers can now get even closer to their data sources. However, our customers and partner ecosystem have made it clear that they want to manage applications on small devices exactly as they do in the cloud. Join us to get an early look at the newest, smallest edge solution from Red Hat built in collaboration with the community, that provides the flexibility to deploy containers in a pocket-sized footprint with native integration into an open hybrid cloud using end-to-end Kubernetes. This latest addition to an already broad portfolio, provides consistency all the way to edge devices and gateways so that the business can deploy and manage applications anywhere - all built using familiar tools and all made possible by the open source community.
  • 1 participant
  • 7 minutes
kubernetes
deployments
virtualization
industry
openshift
edge
users
telco
remotely
microshift
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28 Oct 2022

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2023 in Amsterdam, The Netherlands from April 17-21. Learn more at https://kubecon.io​. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

We'll explain how you can deploy the ultimate edge - homelab hosted home automation, entertainment and data services. It's a great convenience to access your files, photos, music + more, anywhere and on any device. Cloud hosted services are available for this, some even "free". However it’s fair to question the associated privacy and long term reliability. There’s historical precedent for data breaches, price increases, and total service shutdowns. This session will be a how-to on hosting a collection of open source and free apps and services at home - many on Kubernetes, with a few best run on bare metal or VMs - for reasons to be explained. Deploying K8s on a homelab, requires approaches for dealing with network and compute resource constraints. We'll cover techniques to deal with these challenges.
  • 3 participants
  • 34 minutes
hosts
labs
homelab
home
hackathon
techie
kubernetes
cloudflare
curiosity
security
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28 Oct 2022

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2023 in Amsterdam, The Netherlands from April 17-21. Learn more at https://kubecon.io​. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

LF Edge Landscape and Project and Community Update - Tina Tsou, Arm

LF Edge is an umbrella project with LF that aims to establish an open, interoperable framework for Edge Computing independent of hardware, silicon, cloud, or operating system. LF Edge was launched in Jan. 2019. In nearly four years, the community has successfully accomplished building a thriving ecosystem for Edge innovation.
  • 1 participant
  • 26 minutes
edge
overview
interface
standardizations
development
segments
kubernetes
provisioning
enterprise
elf
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28 Oct 2022

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2023 in Amsterdam, The Netherlands from April 17-21. Learn more at https://kubecon.io​. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

Lightning Talk: Nephio at the Edge - Amar Kapadia, Aarna Networks

In April of this year, Google and the Linux Foundation launched the Nephio project and a jam packed kickoff summit in Sunnyvale in June was an early indicator of early project momentum. Nephio’s goal, in short, is to deliver Kubernetes-based cloud native intent automation templates for cloud infrastructure and xNFs across large scale edge deployments. Nephio enables faster onboarding of network functions to production including provisioning of underlying cloud infrastructure with a true cloud native approach, and reduces costs of adoption of cloud and network infrastructure. But how is Nephio fundamentally different from existing open source approaches? Where are the possible integration points with other open source projects? How can developers think past the workloads to provisioning of underlying cloud infrastructure as well? In this session, Amar will give a Nephio overview and talk about its potential impact to the Kubernetes and edge ecosystems.
  • 1 participant
  • 11 minutes
kubernetes
edges
nephew
netcon
networks
problems
infrastructure
workloads
providers
theory
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28 Oct 2022

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2023 in Amsterdam, The Netherlands from April 17-21. Learn more at https://kubecon.io​. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

PCEI at the EDGE - Amar Kapadia, Aarna Networks

The Akraino Public Cloud Edge Interface (PCEI) Blueprint is advancing its maturity and is poised to become a key tool in the developer’s toolbox for deploying K8s in a diversity of environments, including bare metal. The purpose of PCEI is to develop a set of open APIs, orchestration functionalities and edge capabilities for enabling Multi-Domain Interworking across the Operator Network Edge, the Public Cloud Core and Edge, the 3rd-Party Edge as well as the underlying infrastructure such as Data Centers, Compute Hardware and Networks. In this presentation, we will be showing how to use Terraform to provision Infrastructure on a Bare Metal (Equinix Metal) Cloud, install K8s on Bare Metal, and configure Azure Cloud (Express Route, Peering, VNET, VM, IoT Hub). We will then interconnect Edge Cloud with Public Cloud (Equinix Fabric), and deploy Edge Application (PCE), which includes a dynamic K8S Cluster Registration, dynamic onboarding of App Helm Charts, instantiation of composite cloud native app deployment, and end-to-end operation. What's new about this presentation is showing a SaaS Portal GUI to facilitate end-to-end application deployment, configuration and interconnection.
  • 3 participants
  • 35 minutes
pcei
pci
edge
blueprint
ei
interface
computing
cloud
iot
presentation
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28 Oct 2022

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2023 in Amsterdam, The Netherlands from April 17-21. Learn more at https://kubecon.io​. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

WebAssembly Based AI as a Service on the Edge with Kubernetes - Rishit Dagli, Narayana Junior College; Incoming University of Toronto & Shivay Lamba, Meilisearch

WebAssembly (WASM) is being adopted at an increasing rate for edge applications. That allows WASM runtimes, such as WasmEdge (a lightweight and high-performance runtime for cloud-native, edge, and decentralized devices), to run serverless functions on the edge. Following the large-scale adoption and benefits of serverless computing, we focus on deploying these as a Function-as-a-service on edge devices. Machine Learning inference is often a computationally intensive task and edge applications could greatly benefit from the speed of WebAssembly. Unfortunately, Linux containers end up being too heavy for such tasks. Demonstrating Machine Learning deployments in such a fashion, another problem we face is that the standard WebAssembly provides very limited access to the native OS and hardware, such as multi-core CPUs, GPUs, or TPUs which is not ideal for the systems we target. The talk also shows how one could use the WebAssembly System Interface (WASI) to get security, portability, and native speed for ML models. To top it off this talk ends with a demo of deploying a Machine learning model as a serverless function using WASM deployed on an edge device.
  • 5 participants
  • 32 minutes
webassembly
webassemblies
kubernetes
computing
assemblies
web
interface
ai
functionality
edge
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28 Oct 2022

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2023 in Amsterdam, The Netherlands from April 17-21. Learn more at https://kubecon.io​. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

Welcome + Opening Remarks - Steven Wong, Staff Software Engineer, VMware
  • 1 participant
  • 7 minutes
edge
kubernetes
technology
efficiency
advances
computing
decentralized
ai
cloud
2025
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28 Oct 2022

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2023 in Amsterdam, The Netherlands from April 17-21. Learn more at https://kubecon.io​. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

Which Edge Are You on? Service Affinity with Cilium Cluster Mesh - Raymond de Jong, Isovalent

Edge computing can require connecting hundreds of clusters across disparate locations and infrastructures. Without a networking solution to manage this scale and complexity, you will just have a bunch of computers talking to themselves rather than each other and your customers. In this session we will explore how you can leverage the new Service Affinity feature with Cilium Cluster Mesh for providing the correct connectivity for load-balancing, observability, and security between nodes across multiple clusters, enabling simple, high-performance cross-cluster connectivity at the edge. We’ll explore how Cluster Mesh allows endpoints in connected clusters to communicate while providing full security policy enforcement. The audience will walk away with an appreciation for how eBPF can ensure you communicate with the right edge.
  • 1 participant
  • 13 minutes
ebpf
eppf
kubernetes
mesh
clusters
platform
wire
overview
psyllium
monitoring
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