Containers

Category: Amazon Elastic Kubernetes Service

Deploy Generative AI Models on Amazon EKS

Introduction Generative Artificial Intelligence (Gen AI) is transforming the way businesses function and is accelerating the pace of innovation. In general, the AI field is changing the way businesses utilize technology. Generative AI technology involves tuning and deploying Large Language Models (LLM), and gives developers access to those models to execute prompts and conversations. Platform […]

Run Spark-RAPIDS ML workloads with GPUs on Amazon EMR on EKS

Introduction Apache Spark revolutionized big data processing with its distributed computing capabilities, which enabled efficient data processing at scale. It offers the flexibility to run on traditional Central Processing Unit (CPUs) as well as specialized Graphic Processing Units (GPUs), which provides distinct advantages for various workloads. As the demand for faster and more efficient machine […]

Amazon VPC CNI now supports Kubernetes Network Policies

Introduction Today, we’re excited to announce the native support for enforcing Kubernetes network policies with Amazon VPC Container Networking Interface (CNI) Plugin. You can now use Amazon VPC CNI to implement both pod networking and network policies to secure the traffic in your Kubernetes clusters. Native support for network policies has been one of the […]

Measure cluster performance impact of Amazon GuardDuty EKS Agent

Introduction Amazon GuardDuty is a threat detection service that continuously monitors your AWS environment for malicious activity and anomalous behavior. Since its launch in 2017, Amazon GuardDuty has expanded its visibility and threat detection coverage. Amazon GuardDuty is capable of analyzing tens of billions of events per minute across multiple AWS data sources such as […]

Network Load Balancers now support Security groups

Introduction At AWS, we offer security from the get-go by providing you the ability to use Security Groups and Security Group rules to configure the fine-grained control over the traffic that flows to and from AWS resources such as Amazon Elastic Compute Cloud (Amazon EC2) instances, AWS Databases, Application Load Balancers, and Containers. On August […]

Serve distinct domains with TLS powered by ACM on Amazon EKS

Introduction AWS Elastic Load Balancers provide native ingress solutions for workloads deployed on Amazon Elastic Kubernetes Service (Amazon EKS) clusters at both L4 and L7 with Network Load Balancer and Application Load Balancer (ALB). The AWS Load Balancer Controller, formerly called the AWS ALB Ingress Controller, satisfies Kubernetes ingress using ALB and service type load […]

Using SBOM to find vulnerable container images running on Amazon EKS clusters

Introduction When you purchase a packaged food item in your local grocery store, you probably check the list of ingredients written to understand what’s inside and make sure you aren’t consuming ingredients inadvertently that you don’t want to or are known to have adverse health effects. Do you think in a similar way when you […]

Automating custom networking to solve IPv4 exhaustion in Amazon EKS

Introduction When Amazon VPC Container Network Interface (CNI) plugin assigns IPv4 addresses to Pods, it allocates them from the VPC CIDR range assigned to the cluster. While it makes Pods first-class citizens within the VPC network, it often leads to exhaustion of the limited number of IPv4 addresses available in the VPCs. The long term […]

AWS Fargate adds support for larger ephemeral volumes

Introduction AWS Fargate is a serverless, pay-as-you-go compute engine that allows you focus on building applications without having to manage servers. Starting today, the amount of ephemeral storage you can allocate to the containers in a EKS Fargate pod is configurable up to a maximum of 175 GiB per pod. Prior to this launch, all […]

How H2O.ai optimized and secured their AI/ML infrastructure with Karpenter and Bottlerocket

This post was co-written with Ophir Zahavi, Cloud Engineering Manager, H2O.ai Introduction H2O.ai is a visionary leader in democratizing artificial intelligence (AI) by rapidly provisioning AI platforms that help businesses make better decisions. Our company’s SaaS platform, built on AWS, H2O AI Managed Cloud, enables businesses to build productive models and gain insights from their […]