This document introduces Virtual Kubelet, which extends the Kubernetes API to serverless container platforms. It treats the concept of pods and nodes abstractly, allowing pods to run on platforms like ACI and Fargate. Virtual Kubelet implements a provider interface to manage the pod lifecycle on these platforms. It also allows hybrid use cases like running traditional and serverless pods together. The document demonstrates how Virtual Kubelet can schedule pods to ACI from an AKS cluster and to Nomad from a Kubernetes cluster.
Istio is a service mesh—a modernized service networking layer that provides a transparent and language-independent way to flexibly and easily automate application network functions. Istio is designed to run in a variety of environments: on-premise, cloud-hosted, in Kubernetes containers.
Istio is a service mesh—a modernized service networking layer that provides a transparent and language-independent way to flexibly and easily automate application network functions. Istio is designed to run in a variety of environments: on-premise, cloud-hosted, in Kubernetes containers.
Cloud-Native PostgreSQL is a Kubernetes Operator for Postgres written by EDB entirely from scratch in the Go language and relying exclusively on the Kubernetes API.
This webinar covered:
- About DevOps & Cloud Native
- Overview of Cloud Native Postgres
- Storage for Postgres workloads in Kubernetes
- Start Using Cloud-Native Postgres
- Demo
Istio is an open platform to connect, manage, and secure microservices.
This is presented at Bangalore Docker meetup #35.
https://www.meetup.com/Docker-Bangalore/events/244197013/
Presentation in IBM Cloud Meet-up of Toronto
https://www.meetup.com/IBM-Cloud-Toronto/events/253903913/?_xtd=gatlbWFpbF9jbGlja9oAJGU3NmM3ZjdmLWE2NzgtNGVlNC1iNGZiLTBlZGE5ZWM0NDZjOQ
Locking down your Kubernetes cluster with LinkerdBuoyant
In this hands-on workshop, we cover the basics of locking down in-cluster network traffic using the new traffic policies introduced in Linkerd 2.11. Using Linkerd’s ability to authorize traffic based on workload identity, we cover a variety of practical use cases, including restricting access to a critical service, preventing traffic across namespaces, and locking down traffic while still allowing metrics scrapes, health checks, and other meta-traffic.
This presentation is to help you understand https://kubernetes.io/docs/tutorials/stateful-application/zookeeper/ without having to read all the concepts in a number of Kubernetes documents.
This presentation gives audiences a broad viewpoint from old to modern architecture. How Kubernetes and service mesh (istio) can help developers in those missions:
- Explain from traditional to modern architecture. The role of Kubernetes in modern architecture.
- Build basic k8s components from the ground up with illustrations: Pod; Node; Service; ReplicaSet; Deployment; Namespace; Ingress ...
- Kubernetes under the developer viewpoint: write a YAML application file and deploy k8s application to the cluster.
- Kubernetes advanced concepts: master node design, how does the auto-scale for pods/nodes work, Kubernetes networking model.
- Discuss microservice challenges. The role of the service mesh in the microservice ecosystem.
- Introduce Envoy, istio and their application in the service mesh.
A basic introductory slide set on Kubernetes: What does Kubernetes do, what does Kubernetes not do, which terms are used (Containers, Pods, Services, Replica Sets, Deployments, etc...) and how basic interaction with a Kubernetes cluster is done.
Presentation delivered for the southbay .net meetup.
Topics include Serverless and Nodeless kubernetes.
https://www.meetup.com/BayNET/events/264152277/
Accompanying blog post: https://blog.nillsf.com/index.php/2019/10/16/setting-up-keda-and-running-a-first-application/
Cloud-Native PostgreSQL is a Kubernetes Operator for Postgres written by EDB entirely from scratch in the Go language and relying exclusively on the Kubernetes API.
This webinar covered:
- About DevOps & Cloud Native
- Overview of Cloud Native Postgres
- Storage for Postgres workloads in Kubernetes
- Start Using Cloud-Native Postgres
- Demo
Istio is an open platform to connect, manage, and secure microservices.
This is presented at Bangalore Docker meetup #35.
https://www.meetup.com/Docker-Bangalore/events/244197013/
Presentation in IBM Cloud Meet-up of Toronto
https://www.meetup.com/IBM-Cloud-Toronto/events/253903913/?_xtd=gatlbWFpbF9jbGlja9oAJGU3NmM3ZjdmLWE2NzgtNGVlNC1iNGZiLTBlZGE5ZWM0NDZjOQ
Locking down your Kubernetes cluster with LinkerdBuoyant
In this hands-on workshop, we cover the basics of locking down in-cluster network traffic using the new traffic policies introduced in Linkerd 2.11. Using Linkerd’s ability to authorize traffic based on workload identity, we cover a variety of practical use cases, including restricting access to a critical service, preventing traffic across namespaces, and locking down traffic while still allowing metrics scrapes, health checks, and other meta-traffic.
This presentation is to help you understand https://kubernetes.io/docs/tutorials/stateful-application/zookeeper/ without having to read all the concepts in a number of Kubernetes documents.
This presentation gives audiences a broad viewpoint from old to modern architecture. How Kubernetes and service mesh (istio) can help developers in those missions:
- Explain from traditional to modern architecture. The role of Kubernetes in modern architecture.
- Build basic k8s components from the ground up with illustrations: Pod; Node; Service; ReplicaSet; Deployment; Namespace; Ingress ...
- Kubernetes under the developer viewpoint: write a YAML application file and deploy k8s application to the cluster.
- Kubernetes advanced concepts: master node design, how does the auto-scale for pods/nodes work, Kubernetes networking model.
- Discuss microservice challenges. The role of the service mesh in the microservice ecosystem.
- Introduce Envoy, istio and their application in the service mesh.
A basic introductory slide set on Kubernetes: What does Kubernetes do, what does Kubernetes not do, which terms are used (Containers, Pods, Services, Replica Sets, Deployments, etc...) and how basic interaction with a Kubernetes cluster is done.
Presentation delivered for the southbay .net meetup.
Topics include Serverless and Nodeless kubernetes.
https://www.meetup.com/BayNET/events/264152277/
Accompanying blog post: https://blog.nillsf.com/index.php/2019/10/16/setting-up-keda-and-running-a-first-application/
Kube Overview and Kube Conformance Certification OpenSource101 RaleighBrad Topol
This is my Introduction to Kubernetes and Overview of the Kubernetes Conformance Certification Program talk presented at OpenSource101 Raleigh on Feb 17, 2018
An Introduction to Kubernetes and Continuous Delivery FundamentalsAll Things Open
Presented at All Things Open RTP Meetup
Presented by Brad Topol
Title: An Introduction to Kubernetes and Continuous Delivery Fundamentals
Abstract: Kubernetes is a cloud infrastructure that has emerged as the de facto standard platform for managing, orchestrating, and provisioning container-based cloud native computing applications. Cloud native computing applications are built from a collection of smaller services and take advantage of the speed of development and scalability cloud computing environments provide. In this talk, we provide an overview of the fundamentals of Kubernetes. We begin with a short introduction to the concept of containers and describe the Kubernetes architecture. We then present several core features provided by Kubernetes such as Pods, ReplicaSets, Deployments, Service objects, and autoscaling capabilities. We conclude with a discussion of Kubernetes continuous delivery fundamentals and tools, including how to do small batch changes, source control, and developer access to production-like environments.
These slides were used during a technical session for the Cloud-Native El Salvador community. It covers the basic Kubernetes components, some installers and main Kubernetes resources. For the demo, it was used the capabilites provided by the Horizontal Pod Autoscaler.
A Comprehensive Introduction to Kubernetes. This slide deck serves as the lecture portion of a full-day Workshop covering the architecture, concepts and components of Kubernetes. For the interactive portion, please see the tutorials here:
https://github.com/mrbobbytables/k8s-intro-tutorials
Containers require a new approach to networking. How are your containers communicating with each other? This talk will go through the different network topologies of Kubernetes. How Kubernetes addresses networking compared to traditional physical networking concepts. What are your options for networking using Kubernetes. What is the CNI (Container Network Interface) and how it affects Kubernetes networking.
Kubernetes is a great tool to run (Docker) containers in a clustered production environment. When deploying often to production we need fully automated blue-green deployments, which makes it possible to deploy without any downtime. We also need to handle external HTTP requests and SSL offloading. This requires integration with a load balancer like Ha-Proxy. Another concern is (semi) auto scaling of the Kubernetes cluster itself when running in a cloud environment. E.g. partially scale down the cluster at night.
In this technical deep dive you will learn how to setup Kubernetes together with other open source components to achieve a production ready environment that takes code from git commit to production without downtime.
Multi-Cloud Orchestration for Kubernetes with Cloudify - Webinar PresentationCloudify Community
Watch the webinar at:
http://cloudify.co/webinars/multi-cloud-orchestration-kubernetes
Tune in as we unveil the new capabilities for maximizing use of Kubernetes with the new Cloudify Kubernetes Plugin, and the new Cloudify Kubernetes provider. Using Kubernetes with Cloudify has never been easier or more powerful, as you can now easily provision workloads on both cloud based VM’s and containers, or have total control and flexibility by using Cloudify as a Kubernetes IaaS.
Multi-Cloud Orchestration for Kubernetes with CloudifyCloudify Community
This presentation details Cloudify's Kubernetes plugin as well as Kubernetes Provider, offering complete integration with K8s and delivering multi-cloud container-based orchestration.
Running secured Spark job in Kubernetes compute cluster and integrating with ...DataWorks Summit
This presentation will provide technical design and development insights to run a secured Spark job in Kubernetes compute cluster that accesses job data from a Kerberized HDFS cluster. Joy will show how to run a long-running machine learning or ETL Spark job in Kubernetes and to access data from HDFS using Kerberos Principal and Delegation token.
The first part of this presentation will unleash the design and best practices to deploy and run Spark in Kubernetes integrated with HDFS that creates on-demand multi-node Spark cluster during job submission, installing/resolving software dependencies (packages), executing/monitoring the workload, and finally disposing the resources at the end of job completion. The second part of this presentation covers the design and development details to setup a Spark+Kubernetes cluster that supports long-running jobs accessing data from secured HDFS storage by creating and renewing Kerberos delegation tokens seamlessly from end-user's Kerberos Principal.
All the techniques covered in this presentation are essential in order to set up a Spark+Kubernetes compute cluster that accesses data securely from distributed storage cluster such as HDFS in a corporate environment. No prior knowledge of any of these technologies is required to attend this presentation.
Speaker
Joy Chakraborty, Data Architect
Consul is a Service Networking tool designed to connect applications and services across a multi-cloud world. With Consul, organizations can manage service discovery and health monitoring, automate their middleware and leverage service mesh to connect virtual machine environments and Kubernetes clusters.
See what deploying across polycloud environments using cross-workloads looks like in HashiCorp Nomad. And See Consul tie these workloads together with secure routing.
An important use-case for Vault is to provide short lived and least privileged Cloud credentials. In this webinar we will review specifically how Vault's Azure Secrets Engine can provide dynamic Azure credentials. We will cover details on how to configure the Azure Secrets Engine in Vault and use it in an application. If you are using Azure now or in the near future, join us for some patterns on maintaining a high security posture with Vault's dynamic credentials model!
Migrating from VMs to Kubernetes using HashiCorp Consul Service on AzureMitchell Pronschinske
DevOps tools became very popular with the adoption of public cloud, but Operational teams now realize that their benefits can be extended to enterprise data centers. In reality, cloud native tools can help bridge public clouds and private data centers by enabling a common framework to manage applications and their underlying infrastructure components.
In this session you’ll learn about the latest Cisco ACI integrations with Hashicorp Terraform and Consul to deliver a powerful solution for end-to-end on-prem and cloud infrastructure deployments.
Empowering developers and operators through Gitlab and HashiCorpMitchell Pronschinske
Companies digitally transforming themselves into modern, software-defined businesses are building their foundation on cloud native solutions like GitLab and Hashicorp. Together, GitLab, Terraform, and Vault are empowering organizations to be more iterative, flexible, and secure. Join us in this session to learn more about how GitLab and Hashicorp are lowering the barrier of entry into industrializing the application development and delivery process across the entire application lifecycle.
Automate and simplify multi cloud complexity with f5 and hashi corpMitchell Pronschinske
In this session, Lori Mac Vittie, principal technology evangelist at F5 discusses digital transformation and how F5 and HashiCorp are working together to unlock the full potential of the cloud
In this webinar we will cover the new features in Vault 1.5. This release introduces several new improvements along with new features around the following areas: Usage Quotas for Request Rate Limiting, OpenShift Helm Support (beta), Telemetry and Monitoring Enhancements, and much more. Join Vault technical marketer Justin Weissig as he demos Vault 1.5's new features.
Integrated Storage, a key feature now available in Vault 1.4, can streamline your Vault architecture and improve performance. See demos and documentation of its use cases and migration process.
Learn how Cisco ACI and HashiCorp Terraform can help you increase productivity while reducing risks for your organization by managing infrastructure as code.
HashiCorp Nomad is an easy-to-use and flexible workload orchestrator that enables organizations to automate the deployment of any applications on any infrastructure at any scale across multiple clouds. While Kubernetes gets a lot of attention, Nomad is an attractive alternative that is easy to use, more flexible, and natively integrated with HashiCorp Vault and Consul. In addition to running Docker containers, Nomad can also run non-containerized, legacy applications on both Linux and Windows servers.
Terraform allows you to define your infrastructure as code. Variables and modules empower you to extend and reuse your Infrastructure as Code. With the Consul provider for Terraform, you can also let your Consul KV data drive your Terraform runs.
Learn from HashiCorp Vault engineer Nick Cabatoff how you can ensure that you actually use Vault effectively to allow no potential leaks of secret credentials, apis, or certs.
Watch this succinct guide to the benefits of modern scheduling and how HashiCorp Nomad can help you move your organization toward more modern deployment patterns.
See a demo of HashiCorp Consul Service (HCS) on Azure and learn how it could be used to migrate from monolithic, VM-based apps to microservices running on Kubernetes.
Enhancing Research Orchestration Capabilities at ORNL.pdfGlobus
Cross-facility research orchestration comes with ever-changing constraints regarding the availability and suitability of various compute and data resources. In short, a flexible data and processing fabric is needed to enable the dynamic redirection of data and compute tasks throughout the lifecycle of an experiment. In this talk, we illustrate how we easily leveraged Globus services to instrument the ACE research testbed at the Oak Ridge Leadership Computing Facility with flexible data and task orchestration capabilities.
Prosigns: Transforming Business with Tailored Technology SolutionsProsigns
Unlocking Business Potential: Tailored Technology Solutions by Prosigns
Discover how Prosigns, a leading technology solutions provider, partners with businesses to drive innovation and success. Our presentation showcases our comprehensive range of services, including custom software development, web and mobile app development, AI & ML solutions, blockchain integration, DevOps services, and Microsoft Dynamics 365 support.
Custom Software Development: Prosigns specializes in creating bespoke software solutions that cater to your unique business needs. Our team of experts works closely with you to understand your requirements and deliver tailor-made software that enhances efficiency and drives growth.
Web and Mobile App Development: From responsive websites to intuitive mobile applications, Prosigns develops cutting-edge solutions that engage users and deliver seamless experiences across devices.
AI & ML Solutions: Harnessing the power of Artificial Intelligence and Machine Learning, Prosigns provides smart solutions that automate processes, provide valuable insights, and drive informed decision-making.
Blockchain Integration: Prosigns offers comprehensive blockchain solutions, including development, integration, and consulting services, enabling businesses to leverage blockchain technology for enhanced security, transparency, and efficiency.
DevOps Services: Prosigns' DevOps services streamline development and operations processes, ensuring faster and more reliable software delivery through automation and continuous integration.
Microsoft Dynamics 365 Support: Prosigns provides comprehensive support and maintenance services for Microsoft Dynamics 365, ensuring your system is always up-to-date, secure, and running smoothly.
Learn how our collaborative approach and dedication to excellence help businesses achieve their goals and stay ahead in today's digital landscape. From concept to deployment, Prosigns is your trusted partner for transforming ideas into reality and unlocking the full potential of your business.
Join us on a journey of innovation and growth. Let's partner for success with Prosigns.
How to Position Your Globus Data Portal for Success Ten Good PracticesGlobus
Science gateways allow science and engineering communities to access shared data, software, computing services, and instruments. Science gateways have gained a lot of traction in the last twenty years, as evidenced by projects such as the Science Gateways Community Institute (SGCI) and the Center of Excellence on Science Gateways (SGX3) in the US, The Australian Research Data Commons (ARDC) and its platforms in Australia, and the projects around Virtual Research Environments in Europe. A few mature frameworks have evolved with their different strengths and foci and have been taken up by a larger community such as the Globus Data Portal, Hubzero, Tapis, and Galaxy. However, even when gateways are built on successful frameworks, they continue to face the challenges of ongoing maintenance costs and how to meet the ever-expanding needs of the community they serve with enhanced features. It is not uncommon that gateways with compelling use cases are nonetheless unable to get past the prototype phase and become a full production service, or if they do, they don't survive more than a couple of years. While there is no guaranteed pathway to success, it seems likely that for any gateway there is a need for a strong community and/or solid funding streams to create and sustain its success. With over twenty years of examples to draw from, this presentation goes into detail for ten factors common to successful and enduring gateways that effectively serve as best practices for any new or developing gateway.
Providing Globus Services to Users of JASMIN for Environmental Data AnalysisGlobus
JASMIN is the UK’s high-performance data analysis platform for environmental science, operated by STFC on behalf of the UK Natural Environment Research Council (NERC). In addition to its role in hosting the CEDA Archive (NERC’s long-term repository for climate, atmospheric science & Earth observation data in the UK), JASMIN provides a collaborative platform to a community of around 2,000 scientists in the UK and beyond, providing nearly 400 environmental science projects with working space, compute resources and tools to facilitate their work. High-performance data transfer into and out of JASMIN has always been a key feature, with many scientists bringing model outputs from supercomputers elsewhere in the UK, to analyse against observational or other model data in the CEDA Archive. A growing number of JASMIN users are now realising the benefits of using the Globus service to provide reliable and efficient data movement and other tasks in this and other contexts. Further use cases involve long-distance (intercontinental) transfers to and from JASMIN, and collecting results from a mobile atmospheric radar system, pushing data to JASMIN via a lightweight Globus deployment. We provide details of how Globus fits into our current infrastructure, our experience of the recent migration to GCSv5.4, and of our interest in developing use of the wider ecosystem of Globus services for the benefit of our user community.
Enhancing Project Management Efficiency_ Leveraging AI Tools like ChatGPT.pdfJay Das
With the advent of artificial intelligence or AI tools, project management processes are undergoing a transformative shift. By using tools like ChatGPT, and Bard organizations can empower their leaders and managers to plan, execute, and monitor projects more effectively.
We describe the deployment and use of Globus Compute for remote computation. This content is aimed at researchers who wish to compute on remote resources using a unified programming interface, as well as system administrators who will deploy and operate Globus Compute services on their research computing infrastructure.
Check out the webinar slides to learn more about how XfilesPro transforms Salesforce document management by leveraging its world-class applications. For more details, please connect with sales@xfilespro.com
If you want to watch the on-demand webinar, please click here: https://www.xfilespro.com/webinars/salesforce-document-management-2-0-smarter-faster-better/
Developing Distributed High-performance Computing Capabilities of an Open Sci...Globus
COVID-19 had an unprecedented impact on scientific collaboration. The pandemic and its broad response from the scientific community has forged new relationships among public health practitioners, mathematical modelers, and scientific computing specialists, while revealing critical gaps in exploiting advanced computing systems to support urgent decision making. Informed by our team’s work in applying high-performance computing in support of public health decision makers during the COVID-19 pandemic, we present how Globus technologies are enabling the development of an open science platform for robust epidemic analysis, with the goal of collaborative, secure, distributed, on-demand, and fast time-to-solution analyses to support public health.
Understanding Globus Data Transfers with NetSageGlobus
NetSage is an open privacy-aware network measurement, analysis, and visualization service designed to help end-users visualize and reason about large data transfers. NetSage traditionally has used a combination of passive measurements, including SNMP and flow data, as well as active measurements, mainly perfSONAR, to provide longitudinal network performance data visualization. It has been deployed by dozens of networks world wide, and is supported domestically by the Engagement and Performance Operations Center (EPOC), NSF #2328479. We have recently expanded the NetSage data sources to include logs for Globus data transfers, following the same privacy-preserving approach as for Flow data. Using the logs for the Texas Advanced Computing Center (TACC) as an example, this talk will walk through several different example use cases that NetSage can answer, including: Who is using Globus to share data with my institution, and what kind of performance are they able to achieve? How many transfers has Globus supported for us? Which sites are we sharing the most data with, and how is that changing over time? How is my site using Globus to move data internally, and what kind of performance do we see for those transfers? What percentage of data transfers at my institution used Globus, and how did the overall data transfer performance compare to the Globus users?
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...Globus
Large Language Models (LLMs) are currently the center of attention in the tech world, particularly for their potential to advance research. In this presentation, we'll explore a straightforward and effective method for quickly initiating inference runs on supercomputers using the vLLM tool with Globus Compute, specifically on the Polaris system at ALCF. We'll begin by briefly discussing the popularity and applications of LLMs in various fields. Following this, we will introduce the vLLM tool, and explain how it integrates with Globus Compute to efficiently manage LLM operations on Polaris. Attendees will learn the practical aspects of setting up and remotely triggering LLMs from local machines, focusing on ease of use and efficiency. This talk is ideal for researchers and practitioners looking to leverage the power of LLMs in their work, offering a clear guide to harnessing supercomputing resources for quick and effective LLM inference.
Field Employee Tracking System| MiTrack App| Best Employee Tracking Solution|...informapgpstrackings
Keep tabs on your field staff effortlessly with Informap Technology Centre LLC. Real-time tracking, task assignment, and smart features for efficient management. Request a live demo today!
For more details, visit us : https://informapuae.com/field-staff-tracking/
Accelerate Enterprise Software Engineering with PlatformlessWSO2
Key takeaways:
Challenges of building platforms and the benefits of platformless.
Key principles of platformless, including API-first, cloud-native middleware, platform engineering, and developer experience.
How Choreo enables the platformless experience.
How key concepts like application architecture, domain-driven design, zero trust, and cell-based architecture are inherently a part of Choreo.
Demo of an end-to-end app built and deployed on Choreo.
top nidhi software solution freedownloadvrstrong314
This presentation emphasizes the importance of data security and legal compliance for Nidhi companies in India. It highlights how online Nidhi software solutions, like Vector Nidhi Software, offer advanced features tailored to these needs. Key aspects include encryption, access controls, and audit trails to ensure data security. The software complies with regulatory guidelines from the MCA and RBI and adheres to Nidhi Rules, 2014. With customizable, user-friendly interfaces and real-time features, these Nidhi software solutions enhance efficiency, support growth, and provide exceptional member services. The presentation concludes with contact information for further inquiries.
A Comprehensive Look at Generative AI in Retail App Testing.pdfkalichargn70th171
Traditional software testing methods are being challenged in retail, where customer expectations and technological advancements continually shape the landscape. Enter generative AI—a transformative subset of artificial intelligence technologies poised to revolutionize software testing.
Quarkus Hidden and Forbidden ExtensionsMax Andersen
Quarkus has a vast extension ecosystem and is known for its subsonic and subatomic feature set. Some of these features are not as well known, and some extensions are less talked about, but that does not make them less interesting - quite the opposite.
Come join this talk to see some tips and tricks for using Quarkus and some of the lesser known features, extensions and development techniques.
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I ...Juraj Vysvader
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I didn't get rich from it but it did have 63K downloads (powered possible tens of thousands of websites).
Custom Healthcare Software for Managing Chronic Conditions and Remote Patient...Mind IT Systems
Healthcare providers often struggle with the complexities of chronic conditions and remote patient monitoring, as each patient requires personalized care and ongoing monitoring. Off-the-shelf solutions may not meet these diverse needs, leading to inefficiencies and gaps in care. It’s here, custom healthcare software offers a tailored solution, ensuring improved care and effectiveness.
AI Pilot Review: The World’s First Virtual Assistant Marketing SuiteGoogle
AI Pilot Review: The World’s First Virtual Assistant Marketing Suite
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https://sumonreview.com/ai-pilot-review/
AI Pilot Review: Key Features
✅Deploy AI expert bots in Any Niche With Just A Click
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✅More than 85 AI features are included in the AI pilot.
✅No setup or configuration; use your voice (like Siri) to do whatever you want.
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✅ZERO Manual Work With AI Pilot. Never write, Design, Or Code Again.
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See My Other Reviews Article:
(1) TubeTrivia AI Review: https://sumonreview.com/tubetrivia-ai-review
(2) SocioWave Review: https://sumonreview.com/sociowave-review
(3) AI Partner & Profit Review: https://sumonreview.com/ai-partner-profit-review
(4) AI Ebook Suite Review: https://sumonreview.com/ai-ebook-suite-review
5. Virtual Kubelet
• Open Sourced by Microsoft in 2017
• Extend the Kubernetes API to serverless container
platforms like ACI, Fargate, Google Containers.
13. Anatomy of a Node
• Kubernetes is fundamentally a node-based scheduling system
• A node comes with a number of conventions and constraints
• Pods are run in the same address space
• Pods are executed using low-level operating system primitives (cgroups /
namespaces)
• Pods share node resources - kernel, ephemeral disk, container images
• Pods inherit certain aspects of node configuration
• Node is a static size
• Privileged containers expect to interact directly with node resources
• A node is a single fault domain - affinity consideration
15. Introduction to Virtual Kubelet
• VK treats the concept of pods and nodes in the abstract
• A node is a bounded amount of resource
• A pod is a set of containers running within a sandbox
• The specifics of how these are manifested is contained within a
pluggable Provider
• Common code in VK is relatively small
• Registers with the API server as a client
• Polls for state changes in Objects
• Reports back state of "node" and "pods"
• Handles synchronous interaction with containers
• VK can itself be deployed as a Pod
16. Why Virtual Kubelet?
• Flexibility of abstraction
• Flexibility of resource consumption
• Greater granularity – pay for pods, not nodes
• Hybrid use-case - traditional cluster with a VK node for bursting
/ batch / on-demand pricing
• Single cluster high availability - a VK in each availability zone
• IOT edge connector - a VK schedules to a set of IOT devices
• Alternate Kubelet – VK as a node agent in a different kind of
node
18. Provider Interface
EDITOR
// Provider contains the methods required to implement a Virtual Kubelet provider
type Provider interface {
// Takes a Kubernetes Pod and deploys it within the provider
CreatePod(ctx context.Context, pod *v1.Pod) error
// Takes a Kubernetes Pod and updates it within the provider
UpdatePod(ctx context.Context, pod *v1.Pod) error
// Takes a Kubernetes Pod and deletes it from the provider
DeletePod(ctx context.Context, pod *v1.Pod) error
// Retrieves a pod by name from the provider (can be cached)
GetPod(ctx context.Context, namespace, name string) (*v1.Pod, error)
// Retrieves the logs of a container by name from the provider
GetContainerLogs(ctx context.Context, namespace, podName, containerName string,
tail int) (string, error)
.....
19. Provider Definition
• Provide the back-end plumbing necessary to support the
lifecycle management of pods, containers and supporting
resources in the context of Kubernetes.
• Conform to the current API provided by Virtual Kubelet.
• Not have access to the Kubernetes API Server and has a well-
defined callback mechanism for getting data like secrets or
configmaps.
23. Virtual Node architecture in AKS
Kubernetes
control pane
Application
architect
Infrastructure
architect
Azure Container Instances
(ACI)
Virtualnode
Pod
Pod Pod
Pod
Pod Pod
Pod
Pod Pod
Pod
Pod Pod
VM VM
VM VM
Deployment/
tasks
Pod Pod Pod Pod Pod
Pod Pod Pod Pod Pod
Pod Pod Pod Pod Pod
Pod Pod Pod Pod Pod
Pod Pod Pod Pod Pod
WasteWaste
WasteWaste
29. Extend Kubernetes to Nomad
Kubernetes
control pane
Application
architect
Infrastructure
architect
HashiCorp Nomad API
VirtualnodePod
Pod Pod
Pod
Pod Pod
Pod
Pod Pod
Pod
Pod Pod
VM VM
VM VM
Deployment/
tasks
WasteWaste
WasteWaste
Nomad Servers
Nomad
Client
Nomad
Client
Nomad
Client
Nomad
Client
Nomad
Client
Nomad Job
Task
Task
Task Group