๐โ๐จStateful vs Stateless Design โ What's the Difference?
Stateless design is a powerful model that has led to the development of simple yet highly scalable and efficient applications.
โStateโ refers to stored information that systems use to process requests. This information can change over time as users interact with the application or as system events occur.
๐ช๐ต๐ฎ๐ ๐ฎ๐ฟ๐ฒ ๐๐๐ฎ๐๐ฒ๐ณ๐๐น ๐ฎ๐ฝ๐ฝ๐น๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป๐?
Stateful applications store data like user IDs, session information, configurations, and preferences to help process requests for a given user. A stateful design allows applications to provide a personalized experience to their users while removing the need to share data across multiple requests.
#applications #systemdesign
Stateless design is a powerful model that has led to the development of simple yet highly scalable and efficient applications.
โStateโ refers to stored information that systems use to process requests. This information can change over time as users interact with the application or as system events occur.
๐ช๐ต๐ฎ๐ ๐ฎ๐ฟ๐ฒ ๐๐๐ฎ๐๐ฒ๐ณ๐๐น ๐ฎ๐ฝ๐ฝ๐น๐ถ๐ฐ๐ฎ๐๐ถ๐ผ๐ป๐?
Stateful applications store data like user IDs, session information, configurations, and preferences to help process requests for a given user. A stateful design allows applications to provide a personalized experience to their users while removing the need to share data across multiple requests.
#applications #systemdesign
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๐จโ๐จโ๐ฆโ๐ฆ Welcome to the EKS scalability guide, where your Kubernetes clusters can expand faster than your coffee consumption during a code freeze!
This documentation is for developers, devops, admins ready to dive deep into the world of EKSโyour ultimate cheat sheet for scaling tips. Manage your Control Plane like a PRO ๐ธ, wielding its power without getting lost in API calls.
Where the DataPlane is your clusterโs workout planโbecause even pods need to hit the gym! ๐ช๐ผ When it comes to Workloads, remember: theyโre the main event, not just an excuse for more YAML files. If youโre scaling beyond 1,000 nodes, reach out to AWS support ๐ to avoid turning your cluster into chaos. So gear up, embrace the challenge, and may your pods never crashโunless itโs scheduled maintenance! Happy scaling!
#AWS #eks #HighAvailability #kubernetes
https://docs.aws.amazon.com/eks/latest/best-practices/scalability.html
This documentation is for developers, devops, admins ready to dive deep into the world of EKSโyour ultimate cheat sheet for scaling tips. Manage your Control Plane like a PRO ๐ธ, wielding its power without getting lost in API calls.
Where the DataPlane is your clusterโs workout planโbecause even pods need to hit the gym! ๐ช๐ผ When it comes to Workloads, remember: theyโre the main event, not just an excuse for more YAML files. If youโre scaling beyond 1,000 nodes, reach out to AWS support ๐ to avoid turning your cluster into chaos. So gear up, embrace the challenge, and may your pods never crashโunless itโs scheduled maintenance! Happy scaling!
#AWS #eks #HighAvailability #kubernetes
https://docs.aws.amazon.com/eks/latest/best-practices/scalability.html
Amazon
EKS Scalability best practices - Amazon EKS
This guide provides advice for scaling EKS clusters. The goal of scaling an EKS cluster is to maximize the amount of work a single cluster can perform. Using a single, large EKS cluster can reduce operational load compared to using multiple clusters, butโฆ
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This Amazing Roadmap ๐ which will help you prepare for various interviews for the position of SRE or DevOps , and even if you are not considering changing jobs ๐, it will give you deep and comprehensive knowledge in the world of infrastructure
#interviews #SRE #DevOps
#linux #infrastructure
https://github.com/mxssl/sre-interview-prep-guide?tab=readme-ov-file
#interviews #SRE #DevOps
#linux #infrastructure
https://github.com/mxssl/sre-interview-prep-guide?tab=readme-ov-file
GitHub
GitHub - mxssl/sre-interview-prep-guide: Site Reliability Engineer Interview Preparation Guide
Site Reliability Engineer Interview Preparation Guide - mxssl/sre-interview-prep-guide
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๐บIs DevOps Really Dead?
The phrase "DevOps is Dead" has been circulating in the tech world since 2015.
Also, many people argue that new trends like Platform Engineering, GitOps, and SRE have made DevOps outdated.
๐๐ผAs per marketsandmarkets report, the DevOps market is expected to grow significantly, reaching USD USD 25.53 billion by 2028.
Does this mean DevOps engineers will keep doing the same kind of work?
๐ ๐ปโโ๏ธNO
The role of a DevOps engineer is evolving significantly, especially with the rise of AI.
In many organizations, engineers still handle repetitive tasks. These will definitely be taken over by Agentic AI systems.
Agentic AI refers to AI systems that can operate independently and make certain decisions
Does this mean it will replace DevOps engineers?
๐ ๐ปโโ๏ธNO
It also means DevOps engineers will need to upskill in AI/ML and be ready to work with AI implementations.
๐๐ฒ๐๐ฎ๐ถ๐น๐ฒ๐ฑ ๐ฅ๐ฒ๐ฝ๐ผ๐ฟ๐: https://blog.techiescamp.com/is-devops-really-dead
#devops #reports
The phrase "DevOps is Dead" has been circulating in the tech world since 2015.
Also, many people argue that new trends like Platform Engineering, GitOps, and SRE have made DevOps outdated.
๐๐ผAs per marketsandmarkets report, the DevOps market is expected to grow significantly, reaching USD USD 25.53 billion by 2028.
Does this mean DevOps engineers will keep doing the same kind of work?
๐ ๐ปโโ๏ธNO
The role of a DevOps engineer is evolving significantly, especially with the rise of AI.
In many organizations, engineers still handle repetitive tasks. These will definitely be taken over by Agentic AI systems.
Agentic AI refers to AI systems that can operate independently and make certain decisions
Does this mean it will replace DevOps engineers?
๐ ๐ปโโ๏ธNO
It also means DevOps engineers will need to upskill in AI/ML and be ready to work with AI implementations.
๐๐ฒ๐๐ฎ๐ถ๐น๐ฒ๐ฑ ๐ฅ๐ฒ๐ฝ๐ผ๐ฟ๐: https://blog.techiescamp.com/is-devops-really-dead
#devops #reports
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๐ฆ Amazon EKS and Kubernetes sessions at AWS re:Invent 2024
#eks #aws #infrastructure
https://aws.amazon.com/blogs/containers/amazon-eks-and-kubernetes-sessions-at-aws-reinvent-2024/
#eks #aws #infrastructure
https://aws.amazon.com/blogs/containers/amazon-eks-and-kubernetes-sessions-at-aws-reinvent-2024/
Amazon
Amazon EKS and Kubernetes sessions at AWS re:Invent 2024 | Amazon Web Services
Introduction AWS re:Invent 2024, the annual Amazon Web Services conference, is fast approaching. This yearโs event will feature a full track of sessions focused on Kubernetes and other cloud-native technologies. To help you navigate the extensive sessionโฆ
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Building a Cutting-Edge Kubernetes Internal Developer Platform at NVIDIA - Carlos Santana, AWS & Feng Zhou, Nvidia Corp โ
NVIDIA has embarked on an innovative journey to streamline their Kubernetes operations by leveraging the power of Python CDK, GitOps, and various cutting-edge tools. In this session, we will explore why NVIDIA chose Python CDK as their Infrastructure as Code (IaC) tool for creating EKS clusters We will examine the implementation of a GitOps mechanism for EKS Fleet Management using ArgoCD ApplicationSets, known as the GitOps-Bridge for Addons.
Learn how NVIDIA is onboarding application teams through GitOps, managing Tenant/Namespace ArgoCD Projects, and utilizing Helm Charts for application delivery and centralizing application Helm Charts. The talk will cover the integration of External Secret Operator (ESO) with Vault for secrets management, and how teams are onboarded with GitOps for secure secret management. Additionally, we'll discuss NVIDIA's ongoing experiments with GitOps for AWS Infrastructure using Crossplane, and their future plans to implement Backstage
#eks #argo #infrastructure #crossplane #gitops #kubernetes
https://youtu.be/wOytJIOL8ZY?si=MB7iM3Pbd-ghDA6Y
NVIDIA has embarked on an innovative journey to streamline their Kubernetes operations by leveraging the power of Python CDK, GitOps, and various cutting-edge tools. In this session, we will explore why NVIDIA chose Python CDK as their Infrastructure as Code (IaC) tool for creating EKS clusters We will examine the implementation of a GitOps mechanism for EKS Fleet Management using ArgoCD ApplicationSets, known as the GitOps-Bridge for Addons.
Learn how NVIDIA is onboarding application teams through GitOps, managing Tenant/Namespace ArgoCD Projects, and utilizing Helm Charts for application delivery and centralizing application Helm Charts. The talk will cover the integration of External Secret Operator (ESO) with Vault for secrets management, and how teams are onboarded with GitOps for secure secret management. Additionally, we'll discuss NVIDIA's ongoing experiments with GitOps for AWS Infrastructure using Crossplane, and their future plans to implement Backstage
#eks #argo #infrastructure #crossplane #gitops #kubernetes
https://youtu.be/wOytJIOL8ZY?si=MB7iM3Pbd-ghDA6Y
YouTube
Building a Cutting-Edge Kubernetes Internal Developer Platform at NVID... Carlos Santana & Feng Zhou
Building a Cutting-Edge Kubernetes Internal Developer Platform at NVIDIA - Carlos Santana, AWS & Feng Zhou, Nvidia Corp
NVIDIA has embarked on an innovative journey to streamline their Kubernetes operations by leveraging the power of Python CDK, GitOps,โฆ
NVIDIA has embarked on an innovative journey to streamline their Kubernetes operations by leveraging the power of Python CDK, GitOps,โฆ
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Developer Experience for Crossplane
Crossplane gives the core for automation of your instrastructure ๐๐ปโโ๏ธ
In this video you will be able to see which tools are easier to shuffle compositions and XRDs for Crossplane that will save you time and yaml programming will not put much pressure on you
#crossplane #DevOps #video
https://www.youtube.com/watch?v=SoJjiHrVkow
Crossplane gives the core for automation of your instrastructure ๐๐ปโโ๏ธ
In this video you will be able to see which tools are easier to shuffle compositions and XRDs for Crossplane that will save you time and yaml programming will not put much pressure on you
#crossplane #DevOps #video
https://www.youtube.com/watch?v=SoJjiHrVkow
YouTube
Developer Experience for Crossplane
Today we dive into enhancing developer experience (DevEx) with Crossplane. We'll show you how to streamline your Crossplane projects using IntelliSense in VSCode, saving you hours of manual YAML writing. Learn how to generate CompositeResourceDefinitionsโฆ
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Meet Claudie: the ultimate solution for managing hybrid and multicloud Kubernetes clusters. ๐ฏ
Simplify the chaos of multicloud Kubernetes with Claudie! ๐ Manage, scale, and connect clusters seamlessly across clouds.
#Multicloud #Kubernetes #OpenSourceTech
https://www.youtube.com/watch?v=q4xdAiHYxZQ
https://docs.claudie.io/v0.9.0/
Simplify the chaos of multicloud Kubernetes with Claudie! ๐ Manage, scale, and connect clusters seamlessly across clouds.
#Multicloud #Kubernetes #OpenSourceTech
https://www.youtube.com/watch?v=q4xdAiHYxZQ
https://docs.claudie.io/v0.9.0/
YouTube
Claudie - a multi-cloud Kubernetes platform
Claudie is a multi-cloud Kubernetes platform for spawning and operating Kubernetes clusters across many cloud providers simultaneously. Claudie is able to provision Kubernetes clusters having each nodepool in a different cloud-provider.
Visit: https://wโฆ
Visit: https://wโฆ
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GitOps streamlines infrastructure and application management by using Git as the single source of truth, enabling declarative workflows and automation ๐ผ Combining Crossplane and ArgoCD allows teams to manage both cloud resources and Kubernetes applications through a unified GitOps approach. By integrating Crossplane's infrastructure provisioning capabilities with ArgoCD's application deployment, organizations can achieve consistency, scalability, and seamless automation. This article explores how to set up and leverage this powerful combination to implement a full GitOps workflow.
#gitops #crossplane #argocd #devops #kubernetes
https://www.codecentric.de/wissens-hub/blog/full-gitops-with-crossplane-and-argocd
#gitops #crossplane #argocd #devops #kubernetes
https://www.codecentric.de/wissens-hub/blog/full-gitops-with-crossplane-and-argocd
codecentric AG
Go full GitOps with Crossplane & ArgoCD
Install & configure Crossplane Providers with ArgoCD & leverage the App-of-Apps-Pattern, to provision Cloud Resources.
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๐ ยป> Excellent article on load testing Argocd on AWS EKS, there are many useful settings that need to be made so that Argocd is more stable.
#DevOps #application #kubernetes #argocd
https://aws.amazon.com/ru/blogs/opensource/argo-cd-application-controller-scalability-testing-on-amazon-eks/
#DevOps #application #kubernetes #argocd
https://aws.amazon.com/ru/blogs/opensource/argo-cd-application-controller-scalability-testing-on-amazon-eks/
Amazon
Argo CD Application Controller Scalability Testing on Amazon EKS | Amazon Web Services
Let's examine how existing mechanisms can help with scaling Argo CD to support 10,000 applications deployed across as many as 97 Kubernetes clusters .
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OpenAI's free course on GPT-o1 prompting. Taught by OpenAI's head of AI solutions, Colin Jarvis. Complete in just over an hour
#ai #courses
https://www.deeplearning.ai/short-courses/reasoning-with-o1/
#ai #courses
https://www.deeplearning.ai/short-courses/reasoning-with-o1/
www.deeplearning.ai
Reasoning with o1
Learn how to use and prompt OpenAI's o1 model for complex reasoning tasks.
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Key Features:
โ๏ธGlobal Scale: Seamlessly connect players worldwide using robust cloud infrastructure.
โ๏ธRealtime Multiplayer: Enable low-latency gameplay with dedicated game servers tailored for high performance.
โ๏ธCloud-First Implementation: Built on Google Cloud products, leveraging their reliability, scalability, and efficiency.
โ๏ธOpen Source Gaming Solutions: Enhance flexibility and innovation by incorporating open-source technologies like Agones for dedicated server orchestration.
What You'll Learn:
โ๏ธHow to deploy and manage dedicated game servers with tools like Agones and Kubernetes.
โ๏ธHow to integrate Google Cloud products, such as Compute Engine, Cloud Functions, and Pub/Sub, to build a reliable backend.
โ๏ธBest practices for scaling and optimizing real-time multiplayer experiences globally.
https://github.com/googleforgames/global-multiplayer-demo/raw/main/images/architecture.png
๐ฏBy the end of this workshop, youโll understand how to architect and deploy a scalable, immersive, real-time multiplayer gaming experience that combines the best of cloud computing and open-source solutions.
Letโs get started and level up your game development skills!
#gamedev #devops #infrastructure
https://github.com/googleforgames/global-multiplayer-demo
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Well-covered monitoring ๐ฉป should cover such issues:
What went wrong ๐ก=> Metrics
Why it went wrong ๐ก=>Logs
Where it went wrong ๐ก=> Traces
How it went wrong ๐ก=> Profiles
#observability #DevBrainOps
What went wrong ๐ก=> Metrics
Why it went wrong ๐ก=>Logs
Where it went wrong ๐ก=> Traces
How it went wrong ๐ก=> Profiles
#observability #DevBrainOps
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๐ง How To Run DeepSeek R1 on AWS Using Infrastructure as Code
https://thenewstack.io/how-to-run-deepseek-r1-on-aws-using-infrastructure-as-code/
#ai #aws
https://thenewstack.io/how-to-run-deepseek-r1-on-aws-using-infrastructure-as-code/
#ai #aws
The New Stack
How To Run DeepSeek R1 on AWS Using Infrastructure as Code
The combination of MIT licensing and competitive performance could make it a viable option for production environments.
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Kubernetes Best Practices.pdf
2.4 MB
Kubernetes best practices: this guide in the context of azure will help you learn good techniques for using kubernetes in the cloud
#infrastructure #learning #book #azure
#infrastructure #learning #book #azure
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Things Every Developer Should Know: Concurrency is ๐๐๐ parallelism. ๐งโ๐ป
#development #SystemsDesign
#development #SystemsDesign
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