Portable Multi-cloud Microservices with Dapr .pdfNilesh Gule
Slide deck related to the presentation and live demo for Devtron webinar.
https://www.linkedin.com/video/event/urn:li:ugcPost:7031191867178303488
The session demonstrated how Distributed Application Runtime or Dapr can be used to build and deploy portable microservices which can be deployed to multi-cloud environments.
Portable Multi-cloud Microservices with Dapr .pdfNilesh Gule
Slide deck related to the Power Platform Bootcamp Manila 2023. The demo showcased how to build portable multi-cloud microservices with Distributed Application Runtime Dapr. RabbitMQ is used as a message broker and Azure Kubernetes service (AKS) cluster is used for deployment.
Slide deck related to the aMS Kuala Lumpur 2022 event. The talk covers different options for deploying containerised apps to Azure and focuses on Azure Container Apps.
Build Secure Portable Applications using AKS and its ecosystemNilesh Gule
Slides related to the Global Azure Singapore 2023 talk about building secure and portable applications using AKS and its ecosystem. The demo showcases the integrations with Dapr and KEDA
Improve Monitoring and Observability for Kubernetes with OSS toolsNilesh Gule
Deck used for the Surati Tech Talks 2022 event on 11 January. The demo covers end to end Monitoring and Observability for Kubernetes using Elasticsearch, Fluentbit and Kibana for log aggregation, Prometheus & Grafana for Monitoring & Alerting and Sentry for Exception handling. The target environment is Azure Kubernetes Service (AKS) cluster.
How to build "AutoScale and AutoHeal" systems using DevOps practices by using modern technologies.
A complete build pipeline and the process of architecting a nearly unbreakable system were part of the presentation.
These slides were presented at 2018 DevOps conference in Singapore. http://claridenglobal.com/conference/devops-sg-2018/
Portable Multi-cloud Microservices with Dapr .pdfNilesh Gule
Slide deck related to the presentation and live demo for Devtron webinar.
https://www.linkedin.com/video/event/urn:li:ugcPost:7031191867178303488
The session demonstrated how Distributed Application Runtime or Dapr can be used to build and deploy portable microservices which can be deployed to multi-cloud environments.
Portable Multi-cloud Microservices with Dapr .pdfNilesh Gule
Slide deck related to the Power Platform Bootcamp Manila 2023. The demo showcased how to build portable multi-cloud microservices with Distributed Application Runtime Dapr. RabbitMQ is used as a message broker and Azure Kubernetes service (AKS) cluster is used for deployment.
Slide deck related to the aMS Kuala Lumpur 2022 event. The talk covers different options for deploying containerised apps to Azure and focuses on Azure Container Apps.
Build Secure Portable Applications using AKS and its ecosystemNilesh Gule
Slides related to the Global Azure Singapore 2023 talk about building secure and portable applications using AKS and its ecosystem. The demo showcases the integrations with Dapr and KEDA
Improve Monitoring and Observability for Kubernetes with OSS toolsNilesh Gule
Deck used for the Surati Tech Talks 2022 event on 11 January. The demo covers end to end Monitoring and Observability for Kubernetes using Elasticsearch, Fluentbit and Kibana for log aggregation, Prometheus & Grafana for Monitoring & Alerting and Sentry for Exception handling. The target environment is Azure Kubernetes Service (AKS) cluster.
How to build "AutoScale and AutoHeal" systems using DevOps practices by using modern technologies.
A complete build pipeline and the process of architecting a nearly unbreakable system were part of the presentation.
These slides were presented at 2018 DevOps conference in Singapore. http://claridenglobal.com/conference/devops-sg-2018/
Slide related to the Cloud Native Ninja YouTube series. This is the kickoff session. The related YouTube video can be found at https://youtu.be/oPTchjM_6Lk
Cloudera Analytics and Machine Learning Platform - Optimized for Cloud Stefan Lipp
Take Data Management to the next level: Connect Analytics and Machine Learning in a single governed platform consisting of a curated protable open source stack. Run this platform on-prem, hybrid or multicloud, reuse code and models avoid lock-in.
Cloud and agile software projects: Overview and BenefitsGuillaume Berche
Slides from the session "Cloud and agile software projects: Overview and Benefits" at Agile Grenoble 2014, co presented by Guillaume Berche and Alain Delafosse.
http://agile-grenoble.org/
Improve monitoring and observability for kubernetes with oss toolsNilesh Gule
Slide deck from the ASEAN Cloud Summit meetup on 27 January 2022. The session cover the following topics
1 - Centralized Loggin with Elasticsearch, Fluentbit and Kibana
2 - Monitoring and Alerting with Prometheus and Grafana
3 - Exception aggregation with Sentry
The live demo showcased these aspects using Azure Kubernetes Service (AKS)
Adrian Cockcroft on his top predictions for the cloud computing industry in 2015 and beyond, as well as how cloud-native applications, continuous-delivery and DevOps techniques, will speed the pace of innovation and disruption.
For more about Adrian be sure to check out his page on Battery Ventures:
https://www.battery.com/our-team/member/adrian-cockcroft/
Follow Adrian on Twitter: @adrianco
Presentation to the CSix Cloud Computing Group. Hello Cloud Project was a project that explored, developed, and deployed in The Cloud. Project Team consisted of CSIx Cloud Computing Members. Project Manager, Julie McDaniel; Dan Levin.
Continuous Integration and Deployment Best Practices on AWS (ARC307) | AWS re...Amazon Web Services
With AWS, companies now have the ability to develop and run their applications with speed and flexibility like never before. Working with an infrastructure that can be 100 percent API driven enables businesses to use lean methodologies and realize these benefits. This in turn leads to greater success for those who make use of these practices. In this session, we talk about some key concepts and design patterns for continuous deployment and continuous integration, two elements of lean development of applications and infrastructures.
Considerations for Your Next Cloud Project – CloudForms & OpenStack Do’s and Don’ts
In this Session we will discuss Organizational and Operational Considerations on how to move into Infrastructure as a Service Environments and showcase how Enterprises today address different aspects of Cloud Management.
Focus of this session is on Design and Operational Aspects of running an Open Hybrid Cloud. The session will also touch on Process and Organizational Aspects.
Originally presented at Swansea Con 2016
http://swanseacon.co.uk
If someone had said to you a few years back that they could build an app, 'push' to the cloud and even scale it in a matter of minutes with a few simple commands, you'd have most likely responded; 'You've got your head in the clouds'.
Times do change. This talk explains this phenomenon called Platform as a Service and how it can benefit you while demonstrating a real live deployment of an application with a blue green deployment and scale-up operation thrown in for fun.
The session will outline,
What is PaaS?
What options do I have?
How do I develop locally?
Dynamic Scaling of applications based on load
How do I build my application to be fault tolerant so I can dynamically scale?
Getting Started With Azure Container Apps.pdfNilesh Gule
Slide deck used during the Global Azure Bootcamp Singapore 2022 on 7th May. Covers the capabilities of Azure container apps and compares them with other options to run containerised workloads on Azure.
Improve Monitoring And Observability for Kubernetes with OSS tools.pdfNilesh Gule
Slide deck related to the presentation at the KubeDay Singapore event. The session covered 3 pillars of Observability and how to use Jaeger for Distribute Tracing, Loki for Log Aggregation and Prometheus and Grafana for Metrics in a distributed application. Azure Kubernetes Service AKS cluster was used for live demo.
https://events.linuxfoundation.org/kubeday-singapore/
More Related Content
Similar to Portable Multi-cloud Microservices with Dapr .pptx
Slide related to the Cloud Native Ninja YouTube series. This is the kickoff session. The related YouTube video can be found at https://youtu.be/oPTchjM_6Lk
Cloudera Analytics and Machine Learning Platform - Optimized for Cloud Stefan Lipp
Take Data Management to the next level: Connect Analytics and Machine Learning in a single governed platform consisting of a curated protable open source stack. Run this platform on-prem, hybrid or multicloud, reuse code and models avoid lock-in.
Cloud and agile software projects: Overview and BenefitsGuillaume Berche
Slides from the session "Cloud and agile software projects: Overview and Benefits" at Agile Grenoble 2014, co presented by Guillaume Berche and Alain Delafosse.
http://agile-grenoble.org/
Improve monitoring and observability for kubernetes with oss toolsNilesh Gule
Slide deck from the ASEAN Cloud Summit meetup on 27 January 2022. The session cover the following topics
1 - Centralized Loggin with Elasticsearch, Fluentbit and Kibana
2 - Monitoring and Alerting with Prometheus and Grafana
3 - Exception aggregation with Sentry
The live demo showcased these aspects using Azure Kubernetes Service (AKS)
Adrian Cockcroft on his top predictions for the cloud computing industry in 2015 and beyond, as well as how cloud-native applications, continuous-delivery and DevOps techniques, will speed the pace of innovation and disruption.
For more about Adrian be sure to check out his page on Battery Ventures:
https://www.battery.com/our-team/member/adrian-cockcroft/
Follow Adrian on Twitter: @adrianco
Presentation to the CSix Cloud Computing Group. Hello Cloud Project was a project that explored, developed, and deployed in The Cloud. Project Team consisted of CSIx Cloud Computing Members. Project Manager, Julie McDaniel; Dan Levin.
Continuous Integration and Deployment Best Practices on AWS (ARC307) | AWS re...Amazon Web Services
With AWS, companies now have the ability to develop and run their applications with speed and flexibility like never before. Working with an infrastructure that can be 100 percent API driven enables businesses to use lean methodologies and realize these benefits. This in turn leads to greater success for those who make use of these practices. In this session, we talk about some key concepts and design patterns for continuous deployment and continuous integration, two elements of lean development of applications and infrastructures.
Considerations for Your Next Cloud Project – CloudForms & OpenStack Do’s and Don’ts
In this Session we will discuss Organizational and Operational Considerations on how to move into Infrastructure as a Service Environments and showcase how Enterprises today address different aspects of Cloud Management.
Focus of this session is on Design and Operational Aspects of running an Open Hybrid Cloud. The session will also touch on Process and Organizational Aspects.
Originally presented at Swansea Con 2016
http://swanseacon.co.uk
If someone had said to you a few years back that they could build an app, 'push' to the cloud and even scale it in a matter of minutes with a few simple commands, you'd have most likely responded; 'You've got your head in the clouds'.
Times do change. This talk explains this phenomenon called Platform as a Service and how it can benefit you while demonstrating a real live deployment of an application with a blue green deployment and scale-up operation thrown in for fun.
The session will outline,
What is PaaS?
What options do I have?
How do I develop locally?
Dynamic Scaling of applications based on load
How do I build my application to be fault tolerant so I can dynamically scale?
Getting Started With Azure Container Apps.pdfNilesh Gule
Slide deck used during the Global Azure Bootcamp Singapore 2022 on 7th May. Covers the capabilities of Azure container apps and compares them with other options to run containerised workloads on Azure.
Improve Monitoring And Observability for Kubernetes with OSS tools.pdfNilesh Gule
Slide deck related to the presentation at the KubeDay Singapore event. The session covered 3 pillars of Observability and how to use Jaeger for Distribute Tracing, Loki for Log Aggregation and Prometheus and Grafana for Metrics in a distributed application. Azure Kubernetes Service AKS cluster was used for live demo.
https://events.linuxfoundation.org/kubeday-singapore/
Slide deck related to the Open Telemetry demo at Singapore Java User Group (JUG). The demo showcased how to use Open Telemetry on local laptop with Docker, Docker Compose and Kubernetes running on single node cluster using Docker Desktop. In the last part of the demo, we highlighted the use of Helm charts and Operators to run OpenTelemetry collector on a managed Kubernetes cluster with Azure Kubernetes Service (AKS).
Modular Architecturs for resilience and Adaptability.pdfNilesh Gule
Slidedeck related to the session on Modular Architectures for Resilience and Adaptability at he APIDays Singapore event
The video recording of the talk is available on YouTube
https://youtu.be/ILU0VdaxxNQ
Modular Architecturs for resilience and Adaptability.pdfNilesh Gule
Slide deck for the APIDays Singapore talk on Modular Architecture for Resilience and Adaptability. https://www.apidays.global/singapore/
The session covered different means by which we can architect modern applications and services for resilience and adaptability
Cloud Native Ninja - PT7 - Containerize Go apps.pdfNilesh Gule
Slide deck related to YouTube video on how to containerize or Dokcerize Go Applications. https://youtu.be/6ji4biaYx98
Covers the following topics:
- Integrate with Dapr Go SDK
- Build Go app using Go build tools
- Containerize Go App using multistage Dockerfile
- Build Container image using Docker build
- Use Docker Compose to build multi-container images
- Publish multiple container images using Docker Compose
- Run container images locally with Docker Run
Slide deck related to YouTube video on how to containerize or Dokcerize Spring Boot Applications. https://youtu.be/c9L89T8BkZ4
Covers the following topics:
- Generate Spring Boot App using Spring initializer
- Build Spring Boot app using Maven build
- Containerize Spring Boot App using multistage Dockerfile
- Build Container image using Docker build
- Use Docker Compose to build multi-container images
- Publish multiple container images using Docker Compose
- Run container images locally with Docker Run
Cloud Native Ninja - Distributed Microservices with Dapr - part 2.pdfNilesh Gule
Slidedeck related to Part 2 of the Cloud Native Ninja series. This video https://youtu.be/ep_IJ9d0Nqw talks about building distributed microservices using Dapr
Distributed Event Driven Systems with KEDA.pdfNilesh Gule
Slides related to the Distributed event driven systems with KEDA for Devtron webinar. The demo focusses on using kubernetes bades Event driven Autoscaling to dynamically scale the microservice based on the number of messages in RabbitMQ queue.
Cloud Native Ninja - Getting Started with Containers - Part 1.pdfNilesh Gule
Slide deck related to Cloud Native Ninja series. First of related to getting started with Containers.
The related YouTube video link:
https://youtu.be/WT73jn-1nUg
FestiveTechCalendar2022 - Getting Started with Azure Container Apps.pdfNilesh Gule
Slidedeck related to the Getting Started with Azure Container Apps session during Festive Tech Calendar 2022.
The live demo used RabbitMQ for decoupling a Producer and Consumer. Dapr was used to create a portable version of Microservices that can be deployed to any public cloud and hybrid cloud scenario. Kubernetes-based Event Driven Autoscaling (KEDA) provided the native integration with Azure Container Apps to scale on external events based on the number of messages in a RabbitMQ queue.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
4. Top 10 Cloud providers
Benefits of using Cloud Technologies
Cost: Saves money for upfront costs
for hardware and software
Speed: self-serve, pay as you go
Scalability: based on different
parameters
Security: policies, technologies, and
controls to protect app, data and
infra
Reliable: HA & DR capabilities
5. Cloud Native Apps
Cloud Computing
Specifically designed to take advantage of innovations in
cloud computing
Scaling
Integrate easily with respective cloud architectures, taking
advantage of clouds resources and scaling capabilities
Infrastructure Innovations
Take advantage of innovations in infrastructure driven by
cloud computing
Cloud native platforms
Run apps in cloud providers datacenter and on cloud
native platforms on-premise
Multi-cloud Datacenter Edge
6. Features of Cloud Native Apps
Containerized
Scalable
Cost optimized to run with
right sized resources
Automation
Automates everything CI CD,
Infrastructure as Code (IaC),
GitOps
API driven
Loosely coupled, integrates
using open standards
Resilient
Self healing, recovers faster
from failure
Microservices
Purpose driven modular
components
14. Why use Dapr
• Any language, any framework, anywhere
• Building blocks for cloud and edge
• Multiple hosting environments
• Language specific SDKs
• C++, Go, Java, JavaScript, .NET, PHP, Python, Rust
• Frameworks
• ASP.NET Core, Spring Boot , Flask, Express
• Designed for operations
15. Summary
Key benefits of Dapr
• Dapr tries to simplify the Microservices development and
deployment
• Dapr Components help to extract underlying functionality and
provides abstractions
• Best practices related to cloud native applications
• Build portable app to deploy on local laptop, public cloud (Azure /
AWS), Private Cloud / PaaS (OpenShift), Hybrid cloud, multi cloud
scenarios etc.
• Make app portable to run in serverless as well as managed cloud
services
• Implement observability features to monitor apps
Virtual nodes enable network communication between pods that run in ACI and the AKS cluster.
Virtual kubelet providers
Providers Alibaba Cloud ECI Provider
Azure Container Instances Provider
Azure Batch GPU Provider
AWS Fargate Provider
HashiCorp Nomad
OpenStack Zun
The following scenarios are not yet supported with Virtual Nodes
Using service principal to pull ACR images. Workaround is to use Kubernetes secrets
Virtual Network Limitations including VNet peering, Kubernetes network policies, and outbound traffic to the internet with network security groups.
Init containers
Host aliases
Arguments for exec in ACI
Daemonsets will not deploy pods to the virtual node
Windows Server nodes (currently in preview in AKS) are not supported alongside virtual nodes. You can use virtual nodes to schedule Windows Server containers without the need for Windows Server nodes in an AKS cluster.
In order to sync a deployment with an event source, a ScaledObject custom resource needs to be deployed. The ScaledObject contains information on the deployment to scale. ScaledObjects contain information on the deployment to scale, metadata on the event source (e.g. connection string secret, queue name), polling interval, and cooldown period. The ScaledObject will result in corresponding autoscaling resource (HPA definition) to scale the deployment. When ScaledObjects get deleted, the corresponding HPA definition is cleaned up.