9 Aug 2023
August 9, 2023 meeting. Presentation by Liam Randal on WebAssembly & the CNCF sandbox project wasmCloud.
wasmCloud does orchestration compatible with Kubernetes but is not dependent on it - presentation, discussion and Q&A on this can be used for edge use cases.Also discussed advancement of the Edge Native white paper.
wasmCloud does orchestration compatible with Kubernetes but is not dependent on it - presentation, discussion and Q&A on this can be used for edge use cases.Also discussed advancement of the Edge Native white paper.
- 7 participants
- 1:04 hours
26 Jul 2023
July 26, 2023 meeting discussed edge native white paper and moved to open discussion about various open source projects applicable to edge use cases.
- 7 participants
- 60 minutes
12 Jul 2023
July 12, 2023 meeting. Open discussion of upcoming edge related conferences, efforts to define edge, AI and ML for edge. WebAssembly related to edge
- 7 participants
- 58 minutes
28 Jun 2023
June 29 2023 meeting discussed Edge Native Principals Paper Review,
Wasm on K8s: Wasm WG, Debuggability of the edge - if edges are designed to be stateless, can just press reset and pick up where you left off
If you want longer persistence on the edge, add another edge,
Open Ziti for zero trust edge
Wasm on K8s: Wasm WG, Debuggability of the edge - if edges are designed to be stateless, can just press reset and pick up where you left off
If you want longer persistence on the edge, add another edge,
Open Ziti for zero trust edge
- 6 participants
- 57 minutes
14 Jun 2023
June 14, 2023 meeting of the CNCF IoT Edge working group. Open discussion: Understanding “Where the Edge is?” and key implications, what are roles and interests of the people applying edge native?. Review (3rd, near final) of draft of Edge Native Principals Paper
- 16 participants
- 60 minutes
31 May 2023
May 31, 2023 meeting of the CNCF IoT Edge Working Group. Open discussion: Identifying ways to extend Kubernetes and orchestration to lower resource devices. Edge Native Principals Paper Review.
- 10 participants
- 60 minutes
17 May 2023
May 17, 2023 meeting of the CNCF IoT Edge Working Group. Open community "birds of a feather" discussion: Why have some vendors been end-of-lifing IoT services. Fisher Technik Industrial IoT Test Factory for testing, training, demos.
- 7 participants
- 59 minutes
3 May 2023
May 3, 2023 meeting of the CNCF IoT Edge Working Group. No agenda items submitted so this meeting is an open "birds of a feather" discussion on IoT Edge
- 8 participants
- 59 minutes
26 Apr 2023
April 26, 2023 meeting of the CNCF IoT Edge Working Group. Intro to OpenZiti. Also Edge Native Draft White Paper Supplemental Assets discussion
- 12 participants
- 60 minutes
20 Apr 2023
Can You Keep a Secret? Securely Interacting with Edge Devices in Kubernetes - Adithya Jayachandran & Yu Jin Kim, Microsoft
Kubernetes on the edge is becoming increasingly popular for orchestrating workloads closer to where the data is located. However, the edge usually consists of leaf devices that are too small, too old, or too locked down to run Kubernetes on their own (i.e. IP cameras, thermometers, humidity sensors), and they may operate with intermittent availabilities and downtime. On top of that, security becomes a major challenge at the edge. Each of these sensors can have different authentication mechanisms and have unique requirements for handling credentials. So how can these leaf devices be dynamically bridged to a cluster? And most importantly, how does one determine whether newly discovered devices are real or malicious, especially at scale? In this talk, Adithya and Yu Jin will go over how they enhanced Akri (a CNCF sandbox project for exposing leaf devices as resources in a cluster) to integrate with Kubernetes secrets and secrets stores allowing devices to uniquely identify themselves in a Kubernetes cluster. They will show how even newcomers to Kubernetes can quickly connect their edge devices in a secure manner and restrict access on resources based on a customizable criteria.
Kubernetes on the edge is becoming increasingly popular for orchestrating workloads closer to where the data is located. However, the edge usually consists of leaf devices that are too small, too old, or too locked down to run Kubernetes on their own (i.e. IP cameras, thermometers, humidity sensors), and they may operate with intermittent availabilities and downtime. On top of that, security becomes a major challenge at the edge. Each of these sensors can have different authentication mechanisms and have unique requirements for handling credentials. So how can these leaf devices be dynamically bridged to a cluster? And most importantly, how does one determine whether newly discovered devices are real or malicious, especially at scale? In this talk, Adithya and Yu Jin will go over how they enhanced Akri (a CNCF sandbox project for exposing leaf devices as resources in a cluster) to integrate with Kubernetes secrets and secrets stores allowing devices to uniquely identify themselves in a Kubernetes cluster. They will show how even newcomers to Kubernetes can quickly connect their edge devices in a secure manner and restrict access on resources based on a customizable criteria.
- 2 participants
- 17 minutes
20 Apr 2023
Edge Relocation - Smart Workload Migration Across Multiple Clusters - Grzegorz Panek & Piotr Matysiak, Orange Polska
With the growing development of 5G and its new services, Edge computing is becoming the cornerstone of the ongoing network transformation making Edge application orchestration across multiple kubernetes clusters increasingly important. In this perspective, new operational challenges need to be addressed to deal with the stringent requirements of these applications and their users’ mobility. In this context, applications relocation between Edge clusters is key to maintain their QoS throughout their lifetime while achieving Edge infrastructure load-balancing. However, despite such an analysis, Edge relocation continues to be a gap in the industry. Hence, an open source cloud-native solution to resolve this problem has been implementated. A zero down-time Edge Relocation procedure offers the capability to transparently relocate an Edge application running on a source kubernetes cluster to a target kubernetes Cluster. This solution has enriched* Edge Multi Cluster Orchestrator (EMCO) from Linux Foundation. Additionally, we have implemented an extension mechanism to load-balance MEC clusters, by observing current resource utilization on each Edge Cluster, searching for least loaded Edge Clusters and to relocate Edge Apps respectively. * https://rb.gy/mmnqsb
With the growing development of 5G and its new services, Edge computing is becoming the cornerstone of the ongoing network transformation making Edge application orchestration across multiple kubernetes clusters increasingly important. In this perspective, new operational challenges need to be addressed to deal with the stringent requirements of these applications and their users’ mobility. In this context, applications relocation between Edge clusters is key to maintain their QoS throughout their lifetime while achieving Edge infrastructure load-balancing. However, despite such an analysis, Edge relocation continues to be a gap in the industry. Hence, an open source cloud-native solution to resolve this problem has been implementated. A zero down-time Edge Relocation procedure offers the capability to transparently relocate an Edge application running on a source kubernetes cluster to a target kubernetes Cluster. This solution has enriched* Edge Multi Cluster Orchestrator (EMCO) from Linux Foundation. Additionally, we have implemented an extension mechanism to load-balance MEC clusters, by observing current resource utilization on each Edge Cluster, searching for least loaded Edge Clusters and to relocate Edge Apps respectively. * https://rb.gy/mmnqsb
- 3 participants
- 24 minutes
20 Apr 2023
Fruit-Picking Robots Powered by K8s: From Sci-Fi to Reality! - Pedro Oliveira, Spectro Cloud & Itzik Ben Zaken, Tevel Aerobotics
Imagine: autonomous drones hover, zipping through a huge orchard, using AI and computer vision to pick fruit as deftly as any human. It sounds like science fiction, but it’s a reality thanks to Israeli startup Tevel Aerobotics. Its harvesting robots are solving the shortage of agricultural labor. And they’re powered by a lightweight Kubernetes stack running directly on the drone. In this talk, Pedro Oliveira and Itzik Ben Zaken dive into this fascinating use case, solving challenges that will be familiar to anyone working on edge deployments. They’ll tackle: The economics of managing devices at remote sites, at industrial scale, which multiplies the cost of on-site operational activity, from device registration to monthly patching. Security approaches for protecting data on unattended autonomous hardware that may be stolen — making persistent encryption essential. Ensuring highly available autonomous operations even when the edge devices have no connectivity: maintaining policy, security and self-healing, without phoning home. They’ll explore Tevel’s Kubernetes stack, from K3S, to flannel, Portworx, Flux and Traefik, and show how the entire operational stack of thousands of drones are remotely and centrally managed through Spectro Cloud Palette, based on Cluster API.
Imagine: autonomous drones hover, zipping through a huge orchard, using AI and computer vision to pick fruit as deftly as any human. It sounds like science fiction, but it’s a reality thanks to Israeli startup Tevel Aerobotics. Its harvesting robots are solving the shortage of agricultural labor. And they’re powered by a lightweight Kubernetes stack running directly on the drone. In this talk, Pedro Oliveira and Itzik Ben Zaken dive into this fascinating use case, solving challenges that will be familiar to anyone working on edge deployments. They’ll tackle: The economics of managing devices at remote sites, at industrial scale, which multiplies the cost of on-site operational activity, from device registration to monthly patching. Security approaches for protecting data on unattended autonomous hardware that may be stolen — making persistent encryption essential. Ensuring highly available autonomous operations even when the edge devices have no connectivity: maintaining policy, security and self-healing, without phoning home. They’ll explore Tevel’s Kubernetes stack, from K3S, to flannel, Portworx, Flux and Traefik, and show how the entire operational stack of thousands of drones are remotely and centrally managed through Spectro Cloud Palette, based on Cluster API.
- 5 participants
- 27 minutes
20 Apr 2023
Lessons Learned from Building a Kubernetes Offering for Small Edge Devices - Daniel Fröhlich, Red Hat
There is a rising demand to use cloud technologies like container orchestration at the far edge. Far edge usually comes with tight resource constraints like very limited compute power (2 cores, 2GB RAM), limited energy (passive cooled on solar energy), only intermitted any slow network connectivity (e.g. mobile/sat networks). MicroShift.io is a Kubernetes distribution targeting these types of environments. In this talk, we share lessons learned on the challenges of designing MicroShift. Topics we will address: - Selecting CNI and CSI implementations - How to embed container images into the device to avoid pulling from remote - How to handle updates/rollback without bricking a device - Fine details on Conformance testing
There is a rising demand to use cloud technologies like container orchestration at the far edge. Far edge usually comes with tight resource constraints like very limited compute power (2 cores, 2GB RAM), limited energy (passive cooled on solar energy), only intermitted any slow network connectivity (e.g. mobile/sat networks). MicroShift.io is a Kubernetes distribution targeting these types of environments. In this talk, we share lessons learned on the challenges of designing MicroShift. Topics we will address: - Selecting CNI and CSI implementations - How to embed container images into the device to avoid pulling from remote - How to handle updates/rollback without bricking a device - Fine details on Conformance testing
- 1 participant
- 23 minutes
20 Apr 2023
Lightning Talk: Kubernetes on Edge for People Who Don’t Do Kubernetes - Jay DesLauriers, University of Westminster
This short talk will give attendees a brief look at how Kubernetes and KubeEdge are being used to deploy digital twins in the EU Horizon 2020 DIGITbrain project. Digital twins in manufacturing are key to identifying early preventive maintenance and increasing overall efficiency of machinery and production lines on the factory floor. DIGITbrain aims to give manufacturers around Europe access to digital twins that can easily be deployed to cloud, but also to edges on the factory floor when such devices are available. While the words 'containerisation' and 'Docker' are quickly becoming common jargon in manufacturing R&D departments, 'cloud orchestration' and 'Kubernetes' have not quite caught on in the same way. The complex microservice architectures underpinning these digital twins and the cloud instances and edge devices they run on make an excellent case for clustering and scheduling with Kubernetes, but the costs to train and maintain are generally considered too high. Hear how DIGITbrain spins up just-in-time Kubernetes clusters, connecting edge devices on-the-fly with KubeEdge and Ansible, to support the scheduling of digital twin applications with all the benefits of Kubernetes and none of the complexity.
This short talk will give attendees a brief look at how Kubernetes and KubeEdge are being used to deploy digital twins in the EU Horizon 2020 DIGITbrain project. Digital twins in manufacturing are key to identifying early preventive maintenance and increasing overall efficiency of machinery and production lines on the factory floor. DIGITbrain aims to give manufacturers around Europe access to digital twins that can easily be deployed to cloud, but also to edges on the factory floor when such devices are available. While the words 'containerisation' and 'Docker' are quickly becoming common jargon in manufacturing R&D departments, 'cloud orchestration' and 'Kubernetes' have not quite caught on in the same way. The complex microservice architectures underpinning these digital twins and the cloud instances and edge devices they run on make an excellent case for clustering and scheduling with Kubernetes, but the costs to train and maintain are generally considered too high. Hear how DIGITbrain spins up just-in-time Kubernetes clusters, connecting edge devices on-the-fly with KubeEdge and Ansible, to support the scheduling of digital twin applications with all the benefits of Kubernetes and none of the complexity.
- 1 participant
- 6 minutes
20 Apr 2023
Sharpen That Edge! How a Service Mesh Enhances EdgeComputeOps - Marino Wijay & Kevin Dorosh, Solo.io
Sometimes you go all in on the cloud; sometimes you need to sharpen that Edge a bit. When pursuing Edge Computing, the largest considerations for adoption are: - Ease of deployment - Zero-trust security posture - Resource allocation and consumption - Telemetry and Observability - Latency and application response times - Resilience and reliability Large enterprises in heavily regulated industries or the public sector must adopt practices like a zero-trust security posture both inside and at the edge of its application networks. They must simultaneously be able to determine application performance through telemetry, and mitigate issues. They need to ensure the resilience & reliability of the edge in the face of catastrophe, like a cluster or region failure. What's the right approach to meeting these conditions? Enter Ambient Mesh, the perfect vehicle for meeting these challenges! This talk dives into how Ambient Mesh offers a revolutionary data-plane architecture for Edge Computing. Ambient Mesh can configure both perimeter and internal proxies to deploy an enhanced security posture while slashing operational complexity and enabling incremental mesh adoption, all while reducing cost and computational overhead at the Edge.
Sometimes you go all in on the cloud; sometimes you need to sharpen that Edge a bit. When pursuing Edge Computing, the largest considerations for adoption are: - Ease of deployment - Zero-trust security posture - Resource allocation and consumption - Telemetry and Observability - Latency and application response times - Resilience and reliability Large enterprises in heavily regulated industries or the public sector must adopt practices like a zero-trust security posture both inside and at the edge of its application networks. They must simultaneously be able to determine application performance through telemetry, and mitigate issues. They need to ensure the resilience & reliability of the edge in the face of catastrophe, like a cluster or region failure. What's the right approach to meeting these conditions? Enter Ambient Mesh, the perfect vehicle for meeting these challenges! This talk dives into how Ambient Mesh offers a revolutionary data-plane architecture for Edge Computing. Ambient Mesh can configure both perimeter and internal proxies to deploy an enhanced security posture while slashing operational complexity and enabling incremental mesh adoption, all while reducing cost and computational overhead at the Edge.
- 2 participants
- 27 minutes
20 Apr 2023
Sponsored Keynote: Redefining the Architecture for Edge-Native Apps - Saad Malik, Spectro Cloud & Arun Gupta, Intel
From AI-enabled medical software at hospitals, smart shopping and hospitality, to drones maintaining power grids or inspecting crops, a new generation of modern, data-hungry edge applications are now the norm.
But the edge does not work like the data center or the cloud, where conventional security and control capabilities across hardware and software solutions might be enough.
Today’s edge requires purpose-built solutions built on zero-trust principles, from the silicon to the app. In this keynote, we will be unveiling a new solution architecture for organizations to efficiently deploy, provision, secure and manage edge applications at scale.
From AI-enabled medical software at hospitals, smart shopping and hospitality, to drones maintaining power grids or inspecting crops, a new generation of modern, data-hungry edge applications are now the norm.
But the edge does not work like the data center or the cloud, where conventional security and control capabilities across hardware and software solutions might be enough.
Today’s edge requires purpose-built solutions built on zero-trust principles, from the silicon to the app. In this keynote, we will be unveiling a new solution architecture for organizations to efficiently deploy, provision, secure and manage edge applications at scale.
- 2 participants
- 8 minutes
20 Apr 2023
Sponsored Keynote: Sharpen Your Edge Three Ways With Kubernetes - Marilyn Basanta, VMware
Your business wants to make the most of edge computing, and certainly Kubernetes is the right platform for modern edge native applications; that much is easy. But how to get from technology to edge success is less clear. Join us as we review three key results that should guide your thinking and approach. We’ll break each of them down and uncover a pragmatic way to achieve your edge goals.
Your business wants to make the most of edge computing, and certainly Kubernetes is the right platform for modern edge native applications; that much is easy. But how to get from technology to edge success is less clear. Join us as we review three key results that should guide your thinking and approach. We’ll break each of them down and uncover a pragmatic way to achieve your edge goals.
- 1 participant
- 9 minutes
20 Apr 2023
Welcome + Opening Remarks, Program Commitee Member - Steve Wong, VMware
- 1 participant
- 9 minutes
5 Apr 2023
April 5, 2023 meeting of the Kubernetes IoT Edge Working Group.
Larry Peterson, CTO of the Open Networking Foundation (ONF), well known in software defined networking (both academics and industry), will discuss software defined networking and the Open Networking Foundation (ONF). This talk will be an interesting intersection between networking and the edge. Coverage of the aether project https://opennetworking.org/aether/.
Also a little on the P4 project https://opennetworking.org/p4/
Larry Peterson, CTO of the Open Networking Foundation (ONF), well known in software defined networking (both academics and industry), will discuss software defined networking and the Open Networking Foundation (ONF). This talk will be an interesting intersection between networking and the edge. Coverage of the aether project https://opennetworking.org/aether/.
Also a little on the P4 project https://opennetworking.org/p4/
- 8 participants
- 1:04 hours
22 Mar 2023
March 22, 2023 meeting of the CNCF IoT Edge Working Group. No agenda birds of a feather discussion of various edge related open source projects including a number of projects related to AI/ML where a pre trained component runs at edge.
- 5 participants
- 44 minutes
8 Mar 2023
March 8, 2023 meeting of the CNCF IoT Edge Working Group.KCP and KCP Edge discussion. Discussion of KubeCon EUrope and Edge Native Whitepaper status.
- 6 participants
- 55 minutes
22 Feb 2023
Frebruary 22, 2023 meeting of the CNCF IoT Edge Working Group. Discussion of edge related open source projects, recent edge books and articles, The KCP Edge project what it is, and recent milestones
- 10 participants
- 1:00 hours
8 Feb 2023
February 8, 2023 meeting of the CNCF IoT Edge Working Group. General discussion of group activities and a presentation on AKS Edge Essentials Kubernetes for edge. The AKS Edge Essential presentation included a demonstration of device integration using Akri and an OPC UA gateway, and a demonstration of Web Assembly support.
- 8 participants
- 55 minutes
25 Jan 2023
January 25, 2023 meeting of the CNCF IoT Edge Working group. Discussion of group activity and general bords of a feather discussion including discussion of the choice of a Kubernetes distribution for a robot application
- 6 participants
- 1:06 hours
11 Jan 2023
January 11, 2023 meeting og the CNCF ioT Edge Working Group. General discussion of group activity including edge native white paper, KubeCon Europe plans, efforts to catalog edge native related open source projects.
- 6 participants
- 57 minutes
14 Dec 2022
December 14, 2022 meeting of the CNCF IoT Edge Working Group. General birds of a feather discussion of edge native applications topics.
- 6 participants
- 45 minutes
30 Nov 2022
November 20, 2022 meeting of the CNCF IoT Edge Working Group. Edge Native Application Principles white paper follow up discussion. Drogue IoT Cloud presentation by Dejan Bosanac.
- 5 participants
- 57 minutes
16 Nov 2022
November 16, 2022 meeting of the CNCF IoT Edge Working Group. Overview of Shifu. Overview of KCP Edge Multicluster
- 9 participants
- 57 minutes
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.
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
12 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.
Cloud-Native WebAssembly: Containerization On the Edge - Michael Yuan, Second State
Speakers: Michael Yuan
The Linux container is a critical innovation that drives cloud-native applications. Developers are now deploying containerized applications outside of cloud centers on edge networks (e.g., serverless functions on CDNs), on edge devices (e.g., smart cars), and on SaaS (including databases) as embedded functions. In those use cases, the Linux container, with guest OS and support software, is too heavy, too slow, and not portable enough. WebAssembly (WASM) has emerged as a lightweight runtime for those applications. The WasmEdge Runtime and crun projects work together to make WASM a first-class citizen in the container ecosystem, running side by side with Linux containers in a single cluster, managed by existing container tools. In this talk, Michael will discuss how WASM fits into the container ecosystem, how to use container tools (e.g., CRI-O and containerd) to start WASM images, and how edge-optimized Kubernetes (e.g., KubeEdge / SuperEdge / OpenYurt) manage WASM applications.
Cloud-Native WebAssembly: Containerization On the Edge - Michael Yuan, Second State
Speakers: Michael Yuan
The Linux container is a critical innovation that drives cloud-native applications. Developers are now deploying containerized applications outside of cloud centers on edge networks (e.g., serverless functions on CDNs), on edge devices (e.g., smart cars), and on SaaS (including databases) as embedded functions. In those use cases, the Linux container, with guest OS and support software, is too heavy, too slow, and not portable enough. WebAssembly (WASM) has emerged as a lightweight runtime for those applications. The WasmEdge Runtime and crun projects work together to make WASM a first-class citizen in the container ecosystem, running side by side with Linux containers in a single cluster, managed by existing container tools. In this talk, Michael will discuss how WASM fits into the container ecosystem, how to use container tools (e.g., CRI-O and containerd) to start WASM images, and how edge-optimized Kubernetes (e.g., KubeEdge / SuperEdge / OpenYurt) manage WASM applications.
- 1 participant
- 38 minutes
12 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 Computing Is Hot. Find Out the Business Value From Three Experts - Larry Carvalho, RobustCloud LLC; Stu Miniman, Red Hat; Marilyn Basanta, VMware; Muneyb Minhazuddin, Intel
Edge computing is drawing increased investments by organizations gaining efficiencies by taking advantage of automating physical activities. While consumer applications with connected homes have high awareness, significant business benefits are gained from using edge technology in commercial applications like the factory floor, mining operations, etc. Simulation of a digital twin of a complete factory or warehouse by embedding technology into devices can assist in making better decisions without large investments. Technologies used in edge solutions are AI/ML, 5G, IoT, and cloud native architectures.
This panel discussion will discuss how cloud native tools provide business benefits to applying edge technology for physical process efficiencies. Larry Carvalho, Principal Consultant at RobustCloud LLC, will moderate this session. Stu Miniman from Red Hat will highlight how a cruise line operator used a Kubernetes-powered edge solution to deliver an excellent digital experience to ship guests in disconnected environments. Marilyn Basanta will discuss how a large ground shipping service was able to add a modern application platform to their distribution centers, ensuring higher employee productivity and business continuity during natural events. Muneyb Minhazuddin will talk about how a manufacturer modernizes applications on the factory floor as they converge IT and OT to create a dynamic and agile production line in a factory shop by software defining constrained devices.
Join this session to learn more.
Edge Computing Is Hot. Find Out the Business Value From Three Experts - Larry Carvalho, RobustCloud LLC; Stu Miniman, Red Hat; Marilyn Basanta, VMware; Muneyb Minhazuddin, Intel
Edge computing is drawing increased investments by organizations gaining efficiencies by taking advantage of automating physical activities. While consumer applications with connected homes have high awareness, significant business benefits are gained from using edge technology in commercial applications like the factory floor, mining operations, etc. Simulation of a digital twin of a complete factory or warehouse by embedding technology into devices can assist in making better decisions without large investments. Technologies used in edge solutions are AI/ML, 5G, IoT, and cloud native architectures.
This panel discussion will discuss how cloud native tools provide business benefits to applying edge technology for physical process efficiencies. Larry Carvalho, Principal Consultant at RobustCloud LLC, will moderate this session. Stu Miniman from Red Hat will highlight how a cruise line operator used a Kubernetes-powered edge solution to deliver an excellent digital experience to ship guests in disconnected environments. Marilyn Basanta will discuss how a large ground shipping service was able to add a modern application platform to their distribution centers, ensuring higher employee productivity and business continuity during natural events. Muneyb Minhazuddin will talk about how a manufacturer modernizes applications on the factory floor as they converge IT and OT to create a dynamic and agile production line in a factory shop by software defining constrained devices.
Join this session to learn more.
- 4 participants
- 36 minutes
12 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-Native Application Principles: Taking Your App Beyond the Cloud - Kate Goldenring, Fermyon; Amar Kapadia, Aarna Networks
Speakers: Amar Kapadia, Kate Goldenring
Over the past few years, edge computing has been thoroughly discussed, with different technology fields having varying views on what defines edge computing. But in the end, despite the varied use cases of telco, retail, industrial, etc., it's clear that edge is seen as an extension to the cloud and that everyone is interested in bringing their cloud-native infrastructure and applications to the edge. In this session we will focus on this migration. Can we identify common characteristics of edge native applications? How do we tackle some of the common issues like hardware diversity, resource constraints, network availability and more? Basic cloud-native principles are well known and represent a valuable resource for developers. They serve as a check-list for developers, instructing what to keep in mind in order to successfully develop and operate their cloud applications, such as considerations for scalability, observability, ease of deployment on the edge. In the same way we see edge computing as a superset of cloud computing, we can consider edge-native principles a superset of cloud-native principles. So instead of starting from zero, let's focus on additional considerations of the edge. Let's see what additional principles we need to consider for edge-native applications in order to enable successful projects. The CNCF IoT Edge working group has started working on a white paper that aims to define these principles. In this session we will present our progress so far and give a call to action to join the effort.
Edge-Native Application Principles: Taking Your App Beyond the Cloud - Kate Goldenring, Fermyon; Amar Kapadia, Aarna Networks
Speakers: Amar Kapadia, Kate Goldenring
Over the past few years, edge computing has been thoroughly discussed, with different technology fields having varying views on what defines edge computing. But in the end, despite the varied use cases of telco, retail, industrial, etc., it's clear that edge is seen as an extension to the cloud and that everyone is interested in bringing their cloud-native infrastructure and applications to the edge. In this session we will focus on this migration. Can we identify common characteristics of edge native applications? How do we tackle some of the common issues like hardware diversity, resource constraints, network availability and more? Basic cloud-native principles are well known and represent a valuable resource for developers. They serve as a check-list for developers, instructing what to keep in mind in order to successfully develop and operate their cloud applications, such as considerations for scalability, observability, ease of deployment on the edge. In the same way we see edge computing as a superset of cloud computing, we can consider edge-native principles a superset of cloud-native principles. So instead of starting from zero, let's focus on additional considerations of the edge. Let's see what additional principles we need to consider for edge-native applications in order to enable successful projects. The CNCF IoT Edge working group has started working on a white paper that aims to define these principles. In this session we will present our progress so far and give a call to action to join the effort.
- 5 participants
- 37 minutes
12 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.
Edge-Native: The New Paradigm For Operating And Developing Edge Apps - Krisztian Flautner, Cisco
Speakers: Krisztián Flautner, Frank Brockners
“Cloud native?” Check! Apply the same principles at the Edge? Hmmm! How do I operate Apps across 1000s of locations, which are often hidden behind layers of NAT? How do I run AI apps on nodes that are too small to fit the AI model? How to make it operationally simple? Lets discuss and demo! We’re all familiar with “cloud native” -but once we start to operate applications at the edge, we have to adopt a new set of principles and evolve our cloud-native paradigms. We deploy Apps at the edge to achieve lower latency or higher performance, to comply with data sovereignty regulations, to reduce transit cost or to perform near real-time decision making on local data sources. Developing and operating Edge apps requires us to answer questions like: How do I operate Apps across 1000s of locations, which are often hidden behind layers of NAT and have spotty cloud connectivity? How do I run computation heavy tasks, like AI apps, on a set of nodes where each node does not have sufficient CPU and memory to run the entire model? How do I deal with a heterogeneous environment, with x86 and ARM-based devices? Which additional tools do I need to assure compliance to data-privacy rules, run AI models that just don’t fit a single compute element, or perform federated learning in an efficient way?
Edge-Native: The New Paradigm For Operating And Developing Edge Apps - Krisztian Flautner, Cisco
Speakers: Krisztián Flautner, Frank Brockners
“Cloud native?” Check! Apply the same principles at the Edge? Hmmm! How do I operate Apps across 1000s of locations, which are often hidden behind layers of NAT? How do I run AI apps on nodes that are too small to fit the AI model? How to make it operationally simple? Lets discuss and demo! We’re all familiar with “cloud native” -but once we start to operate applications at the edge, we have to adopt a new set of principles and evolve our cloud-native paradigms. We deploy Apps at the edge to achieve lower latency or higher performance, to comply with data sovereignty regulations, to reduce transit cost or to perform near real-time decision making on local data sources. Developing and operating Edge apps requires us to answer questions like: How do I operate Apps across 1000s of locations, which are often hidden behind layers of NAT and have spotty cloud connectivity? How do I run computation heavy tasks, like AI apps, on a set of nodes where each node does not have sufficient CPU and memory to run the entire model? How do I deal with a heterogeneous environment, with x86 and ARM-based devices? Which additional tools do I need to assure compliance to data-privacy rules, run AI models that just don’t fit a single compute element, or perform federated learning in an efficient way?
- 2 participants
- 32 minutes
12 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.
KubeEdge: From Fixed Location To Movable Edge, Latest Updates And Future - Zefeng (Kevin) Wang, Huawei & Yin Ding, Google
KubeEdge is an open source edge computing framework that extends the power of kubernetes from central cloud to edge. Since last met, KubeEdge has made big progress on user adoption, community development, cross-community collaborations. In this talk, Kevin and Yin will cover: 1. latest user adoptions in several new industries, including: cloud native satellite, smart vehicles, offshore oil fields, etc; 2. development updates, including: significant scalability improvement, brand new device mapping interface, 3. Project roadmap, TSC, SIG and subproject updates. 4. Community Security updates including: security audit report, threat model and security protection analysis. 5. Useful informations on how new contributors to get involved. There will be an open Q&A for attendees to ask questions.
KubeEdge: From Fixed Location To Movable Edge, Latest Updates And Future - Zefeng (Kevin) Wang, Huawei & Yin Ding, Google
KubeEdge is an open source edge computing framework that extends the power of kubernetes from central cloud to edge. Since last met, KubeEdge has made big progress on user adoption, community development, cross-community collaborations. In this talk, Kevin and Yin will cover: 1. latest user adoptions in several new industries, including: cloud native satellite, smart vehicles, offshore oil fields, etc; 2. development updates, including: significant scalability improvement, brand new device mapping interface, 3. Project roadmap, TSC, SIG and subproject updates. 4. Community Security updates including: security audit report, threat model and security protection analysis. 5. Useful informations on how new contributors to get involved. There will be an open Q&A for attendees to ask questions.
- 1 participant
- 22 minutes
12 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.
Kubernetes On the Edge With K3s For a Smart Metering Use Case - Harry Lee, Melio AI
Speakers: Harry Lee
Running Kubernetes in the cloud is a common use case. You can make use of all the features that hyperscalers have to offer: resiliency, scalability, load-balancing etc. But what if you only have a single machine sitting on-premise that lacks consistent internet access? Should you still use Kubernetes? Our client has embarked on a journey to build a smart energy metering solution for remote industrial plants. The solution aggregates data produced by IoT measurement devices to a central point on site before sending the data to the cloud. The challenge for us, of course, is the design of this central aggregation point on site. This talk describes how we analysed the requirements to decide on using Kubernetes (K3s) as a central aggregation point on site. We will go through the why of the design and how we have also incorporated other CNCF projects (Prometheus, Helm, Cert-manager and Longhorn) into the final solution.
Kubernetes On the Edge With K3s For a Smart Metering Use Case - Harry Lee, Melio AI
Speakers: Harry Lee
Running Kubernetes in the cloud is a common use case. You can make use of all the features that hyperscalers have to offer: resiliency, scalability, load-balancing etc. But what if you only have a single machine sitting on-premise that lacks consistent internet access? Should you still use Kubernetes? Our client has embarked on a journey to build a smart energy metering solution for remote industrial plants. The solution aggregates data produced by IoT measurement devices to a central point on site before sending the data to the cloud. The challenge for us, of course, is the design of this central aggregation point on site. This talk describes how we analysed the requirements to decide on using Kubernetes (K3s) as a central aggregation point on site. We will go through the why of the design and how we have also incorporated other CNCF projects (Prometheus, Helm, Cert-manager and Longhorn) into the final solution.
- 5 participants
- 36 minutes
11 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.
Securing Edge Workloads With Cert-Manager And SPIFFE - Sitaram IYER & Riaz Mohamed, Jetstack Ltd
Speakers: Sitaram Iyer, Riaz Mohamed
Workloads are moving from data centers to the edge more than ever. As workloads migrate to the cloud many enterprise IT firms are seeing compute resources moving closer to where the data is created. Edge computing models have become far more attractive to many industries like telecom, farming, public safety, retail, medical, etc., because of the ability to minimize network latency and to put essential functions closer to the technology consumer. The rate at which Kubernetes has been adopted to run these workloads have been exponentially increasing as is seen with 5G network deployments. How do we secure these workloads? Be it ingress, pod to pod (mTLS) security, and trust domains. How do we manage certificates and renewals at scale? How do we enable security policies and postures on edge locations? The talk will go through how to manage security at the edge using cert-manager and utilizing SPIFFE as a way to manage and distribute trust. We will run cert-manager on a raspberry pi and look at provisioning and renewing certificates for both ingress and mTLS use cases.
Securing Edge Workloads With Cert-Manager And SPIFFE - Sitaram IYER & Riaz Mohamed, Jetstack Ltd
Speakers: Sitaram Iyer, Riaz Mohamed
Workloads are moving from data centers to the edge more than ever. As workloads migrate to the cloud many enterprise IT firms are seeing compute resources moving closer to where the data is created. Edge computing models have become far more attractive to many industries like telecom, farming, public safety, retail, medical, etc., because of the ability to minimize network latency and to put essential functions closer to the technology consumer. The rate at which Kubernetes has been adopted to run these workloads have been exponentially increasing as is seen with 5G network deployments. How do we secure these workloads? Be it ingress, pod to pod (mTLS) security, and trust domains. How do we manage certificates and renewals at scale? How do we enable security policies and postures on edge locations? The talk will go through how to manage security at the edge using cert-manager and utilizing SPIFFE as a way to manage and distribute trust. We will run cert-manager on a raspberry pi and look at provisioning and renewing certificates for both ingress and mTLS use cases.
- 4 participants
- 38 minutes
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.
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
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.
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
2 Nov 2022
November 2, 2022 meeting of the CNCF IoT Edge Working Group. Recapped Kubernetes on the Edge Day event and KubeCon followed by birds of a feather discussion.
- 5 participants
- 1:00 hours
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.
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
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.
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
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.
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
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.
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
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.
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
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.
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
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.
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
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.
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
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.
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
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
Welcome + Opening Remarks - Steven Wong, Staff Software Engineer, VMware
- 1 participant
- 7 minutes
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.
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
19 Oct 2022
October 19, 2022 meeting of the CNCF IoT Edge Working Group. Discussed whether edge native white paper is ready for move from draft to release and discuss presentation at KubeCon.
- 6 participants
- 37 minutes
12 Oct 2022
October 12, 2022 meeting of the CNCF IoT Edge Working Group where edge native white paper draft was discussed.
- 8 participants
- 1:05 hours
28 Sep 2022
September 28, 2022 meeting of the CNCF IoT Edge Working Group. Discuss edge native white paper draft.
- 5 participants
- 1:01 hours
21 Sep 2022
September 21 meeting of the CNCF IoT Edge Working Group. Presentation on Spin by Kate Goldenring. Spin is an open source framework for building and running fast, secure, and composable cloud micro services with WebAssembly. Continue discussion of the edgenative white paper draft.
- 5 participants
- 58 minutes
7 Sep 2022
September 7, 2022 meeting of the CNCF IoT Edge Working Group. Discuss edge native white paper draft. Discuss joint potential of joint activity with group associated with Eclipse edge related open source projects.
- 6 participants
- 56 minutes
31 Aug 2022
August 31, 2022 meeting of the CNCF IoT Edge Working Group. Special meeting outside normal schedule to work on the edge native white paper draft.
- 5 participants
- 59 minutes
24 Aug 2022
August 24, 2022 meeting of the CNCF IoT Edge Working Group. Discussion of draft of white paper on edge native principles.
- 7 participants
- 1:02 hours
10 Aug 2022
August 10, 2022 ,eeting of the CNCF IoT Edge Working Group. Recap of interesting Edge related talks from SCALE x19 Conference.
- 5 participants
- 59 minutes
27 Jul 2022
July 27 meeting of the CNCF IoT Edge Working Group. edge native white paper draft discussion, Flotta project: covers device onboard and config, OS lifecycle management with update rollback, app distribution. Tolerated low resource and intermittent network connections. 64 bit for now. Use cases: manufacturing, trains, drones. https://project-flotta.io/documentation/latest/intro/overview.html
- 5 participants
- 1:02 hours
13 Jul 2022
July 13 meeting of the CNCF IoT Edge Working Group. “Edge Native” white paper brainstorm and scope.
- 5 participants
- 41 minutes
29 Jun 2022
June 29, 2022 meeting of the Kubernetes IoT Edge Working Group. Discuss internal group organization, group transition to CNCF, edge native whitepaper, new meeting cadence and schedule.
- 5 participants
- 52 minutes
15 Jun 2022
June 15 meeting of the Kubernetes IoT Edge Working Group. Container Orchestrated Device Working Group on the Container Device Interface and dynamic resource allocation KEP - Alexander Kanevskiy (Intel), Patrick Ohly (Intel). K0s approach to air-gapped edge environments - Jussi Nummelin (Mirantis)
- 6 participants
- 58 minutes
1 Jun 2022
Don’t miss out! Join us at our upcoming hybrid event: KubeCon + CloudNativeCon North America 2022 from October 24-28 in Detroit (and online!). 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.
Kubernetes IoT Edge Working Group: Edge Device Onboarding and Management - Steven Wong, VMware; Kate Goldenring, Microsoft; Kilton Hopkins, Edgeworx
Integrating I/O and compute devices at edge locations requires automated processes to work at large scale. This session will cover open source tools that support device lifecycles, from secure onboarding and discovery, through monitoring, maintenance, and use in production. We'll survey CNCF, LF Edge, and Eclipse projects designed to extend the cloud to inter-operate with edge devices and I/O; for example, one CNCF project, Akri, discovers edge devices and exposes them as Kubernetes resources. The K8s IoT Edge working group focuses on using Kubernetes as a tool to support applications running on, communicating with, or using information gathered from edge devices. There are opportunities to contribute to the evolution of Kubernetes to better serve edge use cases. We will close with details on how you can get involved with the community effort to help this happen.
Kubernetes IoT Edge Working Group: Edge Device Onboarding and Management - Steven Wong, VMware; Kate Goldenring, Microsoft; Kilton Hopkins, Edgeworx
Integrating I/O and compute devices at edge locations requires automated processes to work at large scale. This session will cover open source tools that support device lifecycles, from secure onboarding and discovery, through monitoring, maintenance, and use in production. We'll survey CNCF, LF Edge, and Eclipse projects designed to extend the cloud to inter-operate with edge devices and I/O; for example, one CNCF project, Akri, discovers edge devices and exposes them as Kubernetes resources. The K8s IoT Edge working group focuses on using Kubernetes as a tool to support applications running on, communicating with, or using information gathered from edge devices. There are opportunities to contribute to the evolution of Kubernetes to better serve edge use cases. We will close with details on how you can get involved with the community effort to help this happen.
- 6 participants
- 39 minutes
1 Jun 2022
June 1, 2022 meeting of the Kubernetes IoT Edge Working Group. Discussion about this Group moving to CNCF (is/was under Kubernetes) Why. Some impacts of the move - new links. Charter working document. Rishit researching federated learning at the edge
- 4 participants
- 1:09 hours
4 May 2022
May 4, 2022 meeting of the Kubernetes IoT Edge Working Group. Discussion of running Bluetooth low energy mesh applications on K8S
- 3 participants
- 47 minutes
20 Apr 2022
April 20, 2022 meeting of the Kubernetes IoT Edge Working Group. Discuss proposal to retire operation of this this group under the Kubernetes project, and apply to open a new group under the CNCF organization
- 5 participants
- 57 minutes
6 Apr 2022
April 6, 2022 meeting of the Kubernetes IoT Edge Working Group. Secure Device Onboard discussion
- 3 participants
- 37 minutes
23 Mar 2022
March 23, 2022 meeting of the Kubernetes IoT Edge Working Group. Presentation on new release of ioFog project and recent updates by Kilton Hopkins
- 3 participants
- 40 minutes
26 Jan 2022
January 26 meeting of the Kubernetes IoT Edge Working Group. Short discussion of plans for upcoming conferences.
- 4 participants
- 35 minutes
15 Dec 2021
December 15 meeting of the Kubernetes IoT Edge Working Group. Introduction to Portainer for managing edge workloads by Neil Cresswell.
- 5 participants
- 1:06 hours
29 Oct 2021
Don’t miss out! Join us at our next event: KubeCon + CloudNativeCon Europe 2022 in Valencia, Spain from May 17-20. 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.
Kubernetes on Edge: Bringing Your Code to Constrained Places - Steven Wong, VMware; Dejan Bosanac, Red Hat; Kilton Hopkins, Edgeworx
The main goal of IoT and edge solutions is to bring the workloads closer to sources of data, events and transactions. In many cases this means maintaining them in places with network and compute resource constraints. This session will cover technologies and best practices available to achieve this goal. We will start by covering some common challenges of creating IoT edge workloads. We’ll discuss pros and cons of using traditional containers versus upcoming technologies such as WebAssembly and WASI. Next, we’ll explore mechanisms of deploying built artifacts to the actual hardware, ranging from using different Kubernetes deployments, to simpler container runtimes and specialized Edge platforms. We’ll also focus on the evolving state of running WebAssembly workloads using Kubernetes and how to apply best practices to IoT and edge use cases. We’ll try to provide general guidance on how to choose the best approach for your project with a practical demo of one of the possible solutions.
Kubernetes on Edge: Bringing Your Code to Constrained Places - Steven Wong, VMware; Dejan Bosanac, Red Hat; Kilton Hopkins, Edgeworx
The main goal of IoT and edge solutions is to bring the workloads closer to sources of data, events and transactions. In many cases this means maintaining them in places with network and compute resource constraints. This session will cover technologies and best practices available to achieve this goal. We will start by covering some common challenges of creating IoT edge workloads. We’ll discuss pros and cons of using traditional containers versus upcoming technologies such as WebAssembly and WASI. Next, we’ll explore mechanisms of deploying built artifacts to the actual hardware, ranging from using different Kubernetes deployments, to simpler container runtimes and specialized Edge platforms. We’ll also focus on the evolving state of running WebAssembly workloads using Kubernetes and how to apply best practices to IoT and edge use cases. We’ll try to provide general guidance on how to choose the best approach for your project with a practical demo of one of the possible solutions.
- 4 participants
- 38 minutes
19 May 2021
May 19, 2021 meeting of the Kubernetes IoT Edge Working Group. Small group bird of a feather recapping KubeCon Europe Edge related sessions + discussion of vision/camera + machine learning use cases at edge
- 4 participants
- 56 minutes
14 May 2021
Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon North America 2021 in Los Angeles, CA from October 12-15. 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.
Kubernetes IoT Edge WG: Intro to K8s at Edge + Device Connection Options - Steven Wong, VMware & Dejan Bosanac, Red Hat
The K8s IoT Edge working group focuses on using Kubernetes as a tool to support applications running on, communicating with, or using information gathered from edge devices. LoRa has been getting attention as a connection technology featuring long-range communication at low cost (power and financial). This session will open with an introduction to LoRa along with the associated LoRaWAN protocol. What can it do? How does it compare to alternatives (WIFI, BLE and LTE, others). We’ll also talk about the open source “Drogue cloud” project which can support LoraWAN, and other connections, between devices and Kubernetes hosted apps and services. The presentation will include a demo. There are opportunities to contribute to the evolution of Kubernetes to better serve edge use cases. We will close with details on how you can get involved with the community effort to help this happen.
Kubernetes IoT Edge WG: Intro to K8s at Edge + Device Connection Options - Steven Wong, VMware & Dejan Bosanac, Red Hat
The K8s IoT Edge working group focuses on using Kubernetes as a tool to support applications running on, communicating with, or using information gathered from edge devices. LoRa has been getting attention as a connection technology featuring long-range communication at low cost (power and financial). This session will open with an introduction to LoRa along with the associated LoRaWAN protocol. What can it do? How does it compare to alternatives (WIFI, BLE and LTE, others). We’ll also talk about the open source “Drogue cloud” project which can support LoraWAN, and other connections, between devices and Kubernetes hosted apps and services. The presentation will include a demo. There are opportunities to contribute to the evolution of Kubernetes to better serve edge use cases. We will close with details on how you can get involved with the community effort to help this happen.
- 2 participants
- 33 minutes
21 Apr 2021
April 21 meeting of the Kubernetes IoT Edge Working Group. Agenda: Introduction to OpenYurt, a CNCF sandbox project which extends Kubernetes for cluster deployments at edge.
- 3 participants
- 58 minutes
24 Mar 2021
March 24, 2021 meeting of the Kubernetes IoT Edge Working Group. Open forum discussion followed by a presentation on LFEdge Project EVE by Jason Shepherd. EVE is a universal, open Linux-based operating system for distributed edge computing.
- 6 participants
- 59 minutes
10 Mar 2021
March 10 2021 meeting of the Kubernetes IoT Edge Working Group. Small group open forum discussion: KubeCon EU CFP recap.Tokyo Kubernetes user group, K3S vs KubeEdge architecture
- 4 participants
- 18 minutes
24 Feb 2021
February 24, 2021 meeting of the Kubernetes IoT Edge Working Group. Presentation on secure device onboarding by Geoff Cooper/Bryan Rodriguez followed by group discussion.
- 6 participants
- 58 minutes
10 Feb 2021
February 10, 2021 meeting of the Kubernetes IoT Edge Working Group. Small group open discussion of jupyter integration with Kubernetes for an industrial control application. Brief discussion of trends comparing containerization to OpenStack/virtualization for edge use cases.
- 5 participants
- 50 minutes
27 Jan 2021
January 27, 2021 meeting of the Kubernetes IoT Edge Working Group. Introduction to Akri an open source project that attempts to define a Kubernetes based approach on representing IoT devices (such as IP cameras and USB devices) found on the edge as native Kubernetes resources (Jiri Appl). Also an Eclipse ioFog update on Kubernetes integration with architecture discussion and open forum. (Serge Radinovich/Todd Papaioannou)
- 11 participants
- 1:22 hours
13 Jan 2021
January 13 meeting of the Kubernetes IoT Edge Working group. Small group open discussion of the Robot Operation System (ROS) and Kubernetes
- 4 participants
- 47 minutes
4 Dec 2020
Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2021 Virtual from May 4–7, 2021. 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.
Kubernetes IoT Edge Working Group: Using Event Driven Architecture at Edge - Steven Wong, VMware & Dejan Bosanac, RedHat
Many use cases at edge face resource limits which challenge the deployment of full K8s clusters, or even single nodes, at the edge “leaf” nodes. We will introduce some techniques that can be used to process edge generated data and commands using Kubernetes hosted applications and services in a loosely coupled tiered distributed system. Agenda: - Characteristics and challenges of Edge Applications. - Introduction to event driven architecture - What is it? How do you deploy and manage it at edge. - Using open source based event driven tools to host data collection and IoT processing on small devices feeding into K8s hosted applications and services. - Demonstration using edge generated CloudEvents with a Kubernetes hosted application. - How to get involved in the K8s IoT Edge Working Group.
https://sched.co/ekH1
Kubernetes IoT Edge Working Group: Using Event Driven Architecture at Edge - Steven Wong, VMware & Dejan Bosanac, RedHat
Many use cases at edge face resource limits which challenge the deployment of full K8s clusters, or even single nodes, at the edge “leaf” nodes. We will introduce some techniques that can be used to process edge generated data and commands using Kubernetes hosted applications and services in a loosely coupled tiered distributed system. Agenda: - Characteristics and challenges of Edge Applications. - Introduction to event driven architecture - What is it? How do you deploy and manage it at edge. - Using open source based event driven tools to host data collection and IoT processing on small devices feeding into K8s hosted applications and services. - Demonstration using edge generated CloudEvents with a Kubernetes hosted application. - How to get involved in the K8s IoT Edge Working Group.
https://sched.co/ekH1
- 2 participants
- 25 minutes
2 Dec 2020
December 2, 2020 of the Kubernetes IoT Edge Working Group. General "birds of a feather" discussion of topics related to running applications at edge and supporting IoT using Kubernetes.
- 8 participants
- 55 minutes
4 Nov 2020
Kubernetes IoT Edge Working Group November 4 meeting on the North America time cycle. BoF discussion of Intel initiatives in the IoT Edge space
- 8 participants
- 56 minutes
7 Oct 2020
October 7, 2020 meeting of the Kubernetes IoT Edge Working Group - unstructured Kubernetes at Edge User perspective "bords of a feather" discussion.
- 8 participants
- 1:02 hours
11 Sep 2020
Don’t miss out! Join us at our upcoming events: EnvoyCon Virtual on October 15 and KubeCon + CloudNativeCon North America 2020 Virtual from November 17-20. Learn more at https://kubecon.io The conferences feature presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.
Intro: K8s IoT Edge Working Group – Adopting a Cloud Control Plane to Edge - Steven Wong, VMware & Dejan Bosanac, Red Hat
Edge refers to geographic distribution of compute, data ingest, and network. A lot of use cases fit under this “umbrella”. Kubernetes was born as a solution for large scale application hosting in a cloud. Edge deployments have much in common with public cloud - large scale, desire for automated remote management - but at the same time there are key differences. This session will be an introduction to challenges of applying Kubernetes for edge and IoT applications. We will survey some solutions for addressing these challenges, and cover how you can interact with the open source community to learn about and help build better solutions for edge.
https://sched.co/cpAG
Intro: K8s IoT Edge Working Group – Adopting a Cloud Control Plane to Edge - Steven Wong, VMware & Dejan Bosanac, Red Hat
Edge refers to geographic distribution of compute, data ingest, and network. A lot of use cases fit under this “umbrella”. Kubernetes was born as a solution for large scale application hosting in a cloud. Edge deployments have much in common with public cloud - large scale, desire for automated remote management - but at the same time there are key differences. This session will be an introduction to challenges of applying Kubernetes for edge and IoT applications. We will survey some solutions for addressing these challenges, and cover how you can interact with the open source community to learn about and help build better solutions for edge.
https://sched.co/cpAG
- 2 participants
- 28 minutes
9 Sep 2020
September 9, 2020 meeting of the Kubernetes IoT Edge Working group presentation by Tina Tsou on the Linux Foundation Akraino project with aspects related to Kubernetes
- 6 participants
- 44 minutes
4 Sep 2020
Don’t miss out! Join us at our upcoming events: EnvoyCon Virtual on October 15 and KubeCon + CloudNativeCon North America 2020 Virtual from November 17-20. Learn more at https://kubecon.io. The conferences feature presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.
Kubernetes IoT Edge Working Group: Applications at the Edge - Cindy Xing, Microsoft & Steve Wong, VMware
This session will address unique considerations of edge applications. Edge workloads on Kubernetes can vary from: - Simple IoT solutions over Raspberry-pi - Video processing, image recognition, or machine learning apps on embedded device or server - Complicated industrial IoT or Teleco solutions requiring high availability, security, and reliability We will survey how edge impacts best practices of app development and operational management - and how Kubernetes and other related open source tools can be utilized for edge workloads. Agenda - Characteristics and requirements of different Edge Applications - Language / runtime considerations - Operational considerations with Kubernetes - App development, build, packaging and CI / CD considerations - Available tooling - How to get involved in the IoT Edge Working Group
https://sched.co/ZeuP
Kubernetes IoT Edge Working Group: Applications at the Edge - Cindy Xing, Microsoft & Steve Wong, VMware
This session will address unique considerations of edge applications. Edge workloads on Kubernetes can vary from: - Simple IoT solutions over Raspberry-pi - Video processing, image recognition, or machine learning apps on embedded device or server - Complicated industrial IoT or Teleco solutions requiring high availability, security, and reliability We will survey how edge impacts best practices of app development and operational management - and how Kubernetes and other related open source tools can be utilized for edge workloads. Agenda - Characteristics and requirements of different Edge Applications - Language / runtime considerations - Operational considerations with Kubernetes - App development, build, packaging and CI / CD considerations - Available tooling - How to get involved in the IoT Edge Working Group
https://sched.co/ZeuP
- 2 participants
- 23 minutes
12 Aug 2020
August 12 2020 meeting of the Kubernetes IoT Edge Working Group - KubeEdge, IoFog and other topics discussed
- 6 participants
- 54 minutes
29 Jul 2020
July 29 2020 meeting of the Kubernetes IoT Edge Working Group - apps at edge discussion
- 3 participants
- 45 minutes
17 Jun 2020
June 17 2020 meeting of the Kubernetes IoT Edge Working Group - cross community discussion with OSF Edge Computing group
- 11 participants
- 59 minutes
3 Jun 2020
June 3 2020 meeting of the Kubernetes IoT Edge Working Group - KubeEdge 1.3 update, device update and Hono discussion, adhoc home automation on Kubernetes demo
- 5 participants
- 1:11 hours
20 May 2020
May 20 2020 meeting of the Kubernetes IoT Edge Working Group - discussion of best practices for kernel tuning for edge, Eclipse Hono, K8s distributions for edge
- 8 participants
- 1:01 hours
6 May 2020
May 6 2020 meeting of the Kubernetes IoT Edge Working Group - discussion of upcoming conferences, Eclipse IoT Cloud2Edge
- 5 participants
- 49 minutes
25 Mar 2020
09:00 - EdgeNet project presentation - https://github.com/EdgeNet-Project
39:00 - OAM/Dapr projects presentation - http://oam.dev, https://dapr.io/
39:00 - OAM/Dapr projects presentation - http://oam.dev, https://dapr.io/
- 13 participants
- 1:07 hours
11 Mar 2020
March 10 2020 meeting of the Kubernetes IoT Edge Working Group - discussion include KubeEdge 1.2 release and Knative for IoT
- 5 participants
- 40 minutes
15 Jan 2020
January 15 2020 meeting of the Kubernetes IoT Edge Working Group - discussion of Kubernetes edge architecture
- 5 participants
- 57 minutes
4 Dec 2019
December 4 2019 meeting of the Kubernetes IoT Edge Working Group - discussion of deployment architectural patterns, requirements for K8s implementations at edge
- 8 participants
- 56 minutes
22 Nov 2019
Join us for Kubernetes Forums Seoul, Sydney, Bengaluru and Delhi - learn more at kubecon.io
Don't miss KubeCon + CloudNativeCon 2020 events in Amsterdam March 30 - April 2, Shanghai July 28-30 and Boston November 17-20! Learn more at kubecon.io. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects
Intro + Deep Dive: Specialized Network Protocols for IoT+Edge with Kubernetes - Steven Wong, VMware & Dejan Bosanac, Red Hat
This session will survey communication protocols and technologies used in the edge and IoT space. These use cases can call for specialized protocols and transports: -publish subscribe, multicast -protocols tolerant of intermittent connectivity -Protocols popular in industry verticals (vehicle bus, industrial automation, building automation) In some cases, support exists now for use with Kubernetes. If not, device gateways and protocol converters might be an option. Agenda: -survey of protocols and transport standards for IoT and edge -Intro to how a device gateway or protocol converter works -Intro to extending Kubernetes with CRDs to manage new device types -Deep Dive / Futures: Could the service mesh concept be extended beyond TCP, HTTP(s)? -Demonstration: Kubernetes management of an edge application using a specialized protocol -Demonstration: Use a device gateway with Kubernetes
https://sched.co/UakM
Don't miss KubeCon + CloudNativeCon 2020 events in Amsterdam March 30 - April 2, Shanghai July 28-30 and Boston November 17-20! Learn more at kubecon.io. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects
Intro + Deep Dive: Specialized Network Protocols for IoT+Edge with Kubernetes - Steven Wong, VMware & Dejan Bosanac, Red Hat
This session will survey communication protocols and technologies used in the edge and IoT space. These use cases can call for specialized protocols and transports: -publish subscribe, multicast -protocols tolerant of intermittent connectivity -Protocols popular in industry verticals (vehicle bus, industrial automation, building automation) In some cases, support exists now for use with Kubernetes. If not, device gateways and protocol converters might be an option. Agenda: -survey of protocols and transport standards for IoT and edge -Intro to how a device gateway or protocol converter works -Intro to extending Kubernetes with CRDs to manage new device types -Deep Dive / Futures: Could the service mesh concept be extended beyond TCP, HTTP(s)? -Demonstration: Kubernetes management of an edge application using a specialized protocol -Demonstration: Use a device gateway with Kubernetes
https://sched.co/UakM
- 4 participants
- 1:25 hours
6 Nov 2019
November 6 2019 meeting of the Kubernetes IoT Edge Working Group
- 7 participants
- 55 minutes
9 Oct 2019
October 9 2019 meeting of the Kubernetes IoT Edge Working Group
- 10 participants
- 58 minutes
17 Jul 2019
July 17 meeting of the Kubernetes IoT Edge working group - discussion of LF Edge glossary, presentation on an MQTT based edge broker concept
- 6 participants
- 38 minutes
5 Jul 2019
Join us for Kubernetes Forums Seoul, Sydney, Bengaluru and Delhi - learn more at kubecon.io
Don't miss KubeCon + CloudNativeCon 2020 events in Amsterdam March 30 - April 2, Shanghai July 28-30 and Boston November 17-20! Learn more at kubecon.io. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects
Kubernetes IoT and Edge Working Group - Steven Wong, VMware & Luwei He
Kubernetes describes itself as "a portable, extensible open-source platform for managing containerized workloads and services". There are edge and IoT use cases that challenge some aspects of Kubernetes. - Run Kubernetes full clusters at edge locations (e.g. retail store and remote branch office) under tight resource constraints - Run containerized workloads at edge with a remote Kubernetes control plane at a cloud or central location - Run devices using non containerized software at edge This session will survey of some existing solutions in the edge and IoT space, covering how they address issues like security, messaging, resource constraints, data communications, application lifecycle management, etc. while working within Kubernetes limitations. We will wrap up with a report on ongoing activity within the IoT Edge working group and details on how you can get involved.
https://sched.co/Nrqt
Don't miss KubeCon + CloudNativeCon 2020 events in Amsterdam March 30 - April 2, Shanghai July 28-30 and Boston November 17-20! Learn more at kubecon.io. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects
Kubernetes IoT and Edge Working Group - Steven Wong, VMware & Luwei He
Kubernetes describes itself as "a portable, extensible open-source platform for managing containerized workloads and services". There are edge and IoT use cases that challenge some aspects of Kubernetes. - Run Kubernetes full clusters at edge locations (e.g. retail store and remote branch office) under tight resource constraints - Run containerized workloads at edge with a remote Kubernetes control plane at a cloud or central location - Run devices using non containerized software at edge This session will survey of some existing solutions in the edge and IoT space, covering how they address issues like security, messaging, resource constraints, data communications, application lifecycle management, etc. while working within Kubernetes limitations. We will wrap up with a report on ongoing activity within the IoT Edge working group and details on how you can get involved.
https://sched.co/Nrqt
- 3 participants
- 34 minutes
3 Jul 2019
July 3 2019 meeting of the Kubernetes IoT Edge Working Group - formative discussion of the Edge Security White Paper
- 2 participants
- 18 minutes
20 Jun 2019
Harbor (https://goharbor.io/) is cloud-native registry. Micheal Michael introducing the project and discuss possible usage in IoT Edge deployments.
- 7 participants
- 55 minutes
24 May 2019
Join us for Kubernetes Forums Seoul, Sydney, Bengaluru and Delhi - learn more at kubecon.io
Don't miss KubeCon + CloudNativeCon 2020 events in Amsterdam March 30 - April 2, Shanghai July 28-30 and Boston November 17-20! Learn more at kubecon.io. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects
Intro + Deep Dive: Kubernetes IoT Edge WG - Steven Wong, VMware, Cindy Xing, Huawei, Dejan Bosanac, Red Hat, & Kilton Hopkins, Edgeworx
Intro and Deep Dive: Edge Computing challenges and solutions with Kubernetes This session will investigate and catalogue challenges encountered when Kubernetes is deployed in Edge and IoT applications. We'll start by describing two basic approaches: deploying nodes to the Edge with a central control plane; and deploying whole clusters to the Edge. This will be followed by a deep dive into Kubernetes architectural features and constraints in the context of both approaches. We'll see which course makes the most sense for some specific use cases. Next we'll discuss some common challenges to successful deployments, such as resource limits and network availability, and provide some guidance on how to deal with them. There are opportunities to contribute to the evolution of Kubernetes to better serve edge use cases. We will close with details on how you can get involved with the community effort to help this happen.
https://sched.co/MPl4
Don't miss KubeCon + CloudNativeCon 2020 events in Amsterdam March 30 - April 2, Shanghai July 28-30 and Boston November 17-20! Learn more at kubecon.io. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects
Intro + Deep Dive: Kubernetes IoT Edge WG - Steven Wong, VMware, Cindy Xing, Huawei, Dejan Bosanac, Red Hat, & Kilton Hopkins, Edgeworx
Intro and Deep Dive: Edge Computing challenges and solutions with Kubernetes This session will investigate and catalogue challenges encountered when Kubernetes is deployed in Edge and IoT applications. We'll start by describing two basic approaches: deploying nodes to the Edge with a central control plane; and deploying whole clusters to the Edge. This will be followed by a deep dive into Kubernetes architectural features and constraints in the context of both approaches. We'll see which course makes the most sense for some specific use cases. Next we'll discuss some common challenges to successful deployments, such as resource limits and network availability, and provide some guidance on how to deal with them. There are opportunities to contribute to the evolution of Kubernetes to better serve edge use cases. We will close with details on how you can get involved with the community effort to help this happen.
https://sched.co/MPl4
- 6 participants
- 1:16 hours
8 May 2019
May 8 2019 meeting of the Kubernetes IoT edge Working Group - formative discussion of edge security white paper
- 8 participants
- 51 minutes
24 Apr 2019
April 24 2019 meeting of the Kubernetes IoT Edge Working group - discussion of security concerns in industrial IoT context
- 8 participants
- 58 minutes
10 Apr 2019
April 4 2019 meeting of the Kubernetes IoT Edge Working Group -discussion of draft of an edge security white paper
- 8 participants
- 57 minutes
27 Mar 2019
March 27 2019 meeting of the Kubernetes IoT Edge Working Group - presentation on AMQP
- 7 participants
- 58 minutes
18 Jan 2019
January 18 2019 meeting of the Kubernetes IoT Edge Working Group - demo of ioFog https://github.com/Eclipse-ioFog
- 9 participants
- 1:09 hours
21 Dec 2018
December 21 2018 meeting of the Kubernetes IoT Edge Working Group - discussion of future meeting times and Open Glossary Project
- 9 participants
- 32 minutes
16 Dec 2018
Join us for Kubernetes Forums Seoul, Sydney, Bengaluru and Delhi - learn more at kubecon.io
Don't miss KubeCon + CloudNativeCon 2020 events in Amsterdam March 30 - April 2, Shanghai July 28-30 and Boston November 17-20! Learn more at kubecon.io. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects
Deep Dive: Kubernetes IoT Edge WG – Cindy Xing, Huawei, Dejan Bosanac, Red Hat, Preston Holmes, Google, & Steve Wong, VMware
What are the workloads that are unique or common to running Kubernetes on the edge? How do they take advantage of existing Kubernetes features, or require refinements and new capabilities? We’ll dive into the use cases, functional requirements and unique challenges of deploying IoT and Edge workloads on Kubernetes and discuss the technical challenges involved today. With the goal of addressing the challenges, we’ll have a panel discussion to share views and ideas on potential platform improvements. The session will close with audience participation and Q&A.
To learn more: https://sched.co/HSCE
Don't miss KubeCon + CloudNativeCon 2020 events in Amsterdam March 30 - April 2, Shanghai July 28-30 and Boston November 17-20! Learn more at kubecon.io. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects
Deep Dive: Kubernetes IoT Edge WG – Cindy Xing, Huawei, Dejan Bosanac, Red Hat, Preston Holmes, Google, & Steve Wong, VMware
What are the workloads that are unique or common to running Kubernetes on the edge? How do they take advantage of existing Kubernetes features, or require refinements and new capabilities? We’ll dive into the use cases, functional requirements and unique challenges of deploying IoT and Edge workloads on Kubernetes and discuss the technical challenges involved today. With the goal of addressing the challenges, we’ll have a panel discussion to share views and ideas on potential platform improvements. The session will close with audience participation and Q&A.
To learn more: https://sched.co/HSCE
- 4 participants
- 39 minutes
16 Dec 2018
Join us for Kubernetes Forums Seoul, Sydney, Bengaluru and Delhi - learn more at kubecon.io
Don't miss KubeCon + CloudNativeCon 2020 events in Amsterdam March 30 - April 2, Shanghai July 28-30 and Boston November 17-20! Learn more at kubecon.io. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects
Intro: Kubernetes IoT Edge WG – Cindy Xing, Huawei, Dejan Bosanac, Red Hat, Preston Holmes, Google, & Steve Wong, VMware
This working group is focused on discussing, designing and documenting using Kubernetes for IoT and Edge applications. This session will start with the short introduction to the goals and tasks of this working group - with links if you want to get involved. Next, we’ll continue with the panel-style discussion with some Kubernetes users and active members of the group. The panel will cover mapping IoT and Edge use cases and to the Kubernetes architecture.
To learn more: https://sched.co/HSBb
Don't miss KubeCon + CloudNativeCon 2020 events in Amsterdam March 30 - April 2, Shanghai July 28-30 and Boston November 17-20! Learn more at kubecon.io. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects
Intro: Kubernetes IoT Edge WG – Cindy Xing, Huawei, Dejan Bosanac, Red Hat, Preston Holmes, Google, & Steve Wong, VMware
This working group is focused on discussing, designing and documenting using Kubernetes for IoT and Edge applications. This session will start with the short introduction to the goals and tasks of this working group - with links if you want to get involved. Next, we’ll continue with the panel-style discussion with some Kubernetes users and active members of the group. The panel will cover mapping IoT and Edge use cases and to the Kubernetes architecture.
To learn more: https://sched.co/HSBb
- 14 participants
- 37 minutes
7 Dec 2018
December 7 2018 meeting of the Kubernetes IoT Edge Working Group - presentation on Rafay Edge integration of Kubernetes clusters deployed at edge
- 10 participants
- 59 minutes
23 Nov 2018
November 23 2018 meeting of the Kubernetes IoT Edge Working Group - demo of Fog Atlas https://fogatlas.fbk.eu/
- 6 participants
- 48 minutes
9 Nov 2018
November 9 2018 meeting of the Kubernetes IoT Edge Working Group with a presentation on the use case of IoT edge followed by a demo
- 8 participants
- 58 minutes
26 Oct 2018
October 26 2018 meeting of the Kubernetes IoT Edge Working Group discussion of the Linux Foundation Open Glossary of Edge Computing
- 8 participants
- 52 minutes
12 Oct 2018
October 12 2018 meeting of the Kubernetes IoT Edge Working group - open discussion
- 4 participants
- 19 minutes
14 Sep 2018
September 14 2018 WG meeting presentation on KubeEdge by Cindy Xing followed by Q&A and discussion
- 6 participants
- 45 minutes
