Containers on AWS Overview - ECS, EKS, Fargate, ECR
Comprehensive overview of AWS container services, comparing ECS, EKS, and Fargate. Explores orchestration options, integration with AWS services, and ECR for container registry.
Machine Learning at Scale Using KubeFlow on AWS
Explore scalable machine learning architecture using Kubeflow on AWS, featuring hands-on demos of distributed storage and Kubernetes-based ML toolkit implementation.
Scaling LLM Inference - AWS Inferentia Meets Ray Serve on EKS
Discover how to build scalable, cost-effective LLM inference infrastructure using Ray Serve and AWS Inferentia on Amazon EKS, optimizing deployment of models like Llama2 and Mistral-7B.
ECS and EKS - What Works Best for Your Project? - AWS ECS vs EKS
Comprehensive comparison of AWS ECS and EKS, exploring features, differences, and use cases to help choose the right container management solution for your project.
Terragrunt, Terraform, Helm, Docker, and Golang Integration - A Comprehensive Walkthrough
Comprehensive walkthrough of integrating Terragrunt, Terraform, Helm, Docker, and Golang for efficient infrastructure provisioning and application deployment using a single repository.
Deploying a Spring Boot Application in Amazon Managed Kubernetes Service (EKS)
Learn to deploy Spring Boot applications on Amazon EKS, from local development with Minikube to production-grade deployment on managed Kubernetes, enhancing your cloud-native Java development skills.
Taking Your Kubernetes Cluster to the Next Level with Karpenter, Ray and Amazon EKS
Discover how to enhance Kubernetes clusters using Karpenter and Ray on Amazon EKS, optimizing cluster management and scaling capabilities for improved performance and efficiency.
Securing Kubernetes Workloads and Access Management in Amazon EKS
Discover how to enhance EKS cluster security through new AWS features - Pod Identity and Cluster Access Management API. Learn to implement fine-grained permissions and streamline access controls for Kubernetes workloads.
Kubernetes in the Enterprise - Transforming Rabobank's On-Premise Applications
Explore Rabobank's journey adopting Kubernetes and cloud-native tech, migrating from on-premise to Argo Workflows, FluxCD, and EKS. Learn about infrastructure setup, challenges, and solutions.
Scalable CI/CD Infrastructure with EKS and Karpenter
Explore Grammarly's CI/CD infrastructure management using EKS, Karpenter, and Kyverno. Learn about IAM, network management, and pod mutation for enhanced CI agility.
Automate with Terraform, Flux, and EKS - Leveling Up Your Deployments
Learn to streamline deployments using GitOps with Terraform, Flux, and EKS. Discover enterprise benefits, automation techniques, and practical solutions for faster, more secure, and efficient application development.
Using Kubernetes for Machine Learning Frameworks
Explore Kubernetes for machine learning frameworks, covering setup, training, and inference phases. Learn to deploy TensorFlow, Apache MXNet, and PyTorch on Kubernetes clusters for efficient ML model production.
Managing EKS Cluster Kubeconfig via Automation Pipeline
Automate EKS cluster kubeconfig management across dev, staging, and production environments using CICD pipelines and IAM for multi-account AWS setups.
Container Images as Witchcraft on AWS - Building with Cloud Native Buildpacks
Discover how to leverage cloud native buildpacks with EKS and ECR, exploring advantages over Dockerfiles and learning customization techniques for enhanced container image building.
The Frugal k8s Engineer: Strategies for Amazon EKS Cost Optimization - Lecture
Optimize Amazon EKS costs with strategies like KubeCost, AWS Split Cost Allocation, and Carpenter. Learn effective auto-scaling techniques for efficient Kubernetes cluster management.
Building and Deploying Ubuntu FIPS Containers on EKS
Create, publish, and deploy FIPS container images on AWS EKS using Ubuntu Pro and ECR. Learn secure containerization practices for compliance-sensitive workloads.
Cost Optimizing EKS Workloads with Karpenter and Open Source Tools
Master EKS cluster optimization using Karpenter and open-source tools like Kubecost to track costs, enhance performance, and implement efficient autoscaling strategies for Kubernetes infrastructure.
Bootstrapping Clusters with EKS Blueprints - DevOps 2024
Explore EKS Blueprints for efficient Kubernetes cluster bootstrapping, covering multi-team considerations, add-ons, and best practices for Amazon EKS deployment.
EKS IAM Role Integration with Kubernetes ServiceAccount for AWS Cloud Native Applications
Manage security governance for AWS IAM credentials in Kubernetes cloud-native app deployments. Learn EKS OIC IAM Role integration with ServiceAccounts.
Optimizing LLM Inference with AWS Trainium, Ray, vLLM, and Anyscale
Explore cost-effective LLM inference scaling using AWS accelerators, Ray, vLLM, and Anyscale. Learn to build a complete stack on EKS and leverage advanced cluster management for enterprise-grade GenAI workloads.
Infrastructure as Code for Deploying to Amazon ECS, EKS, and Lambda
Explore infrastructure-as-code deployment techniques for Amazon ECS, EKS, and Lambda, enhancing your cloud-native development skills and streamlining application deployment processes.