AWS Storage Blog
Tag: Amazon Elastic Kubernetes Service (Amazon EKS)
Improve Kubernetes pod scheduling accuracy using Amazon EBS
In the cloud-native landscape, Amazon Elastic Block Store (Amazon EBS) volumes serve as the backbone for persistent storage in containerized applications. As organizations scale their Kubernetes workloads on Amazon Elastic Kubernetes Service (Amazon EKS), they increasingly rely on EBS volumes to provide high-performance, durable storage for stateful applications such as databases, message queues, and data […]
Building self-managed RAG applications with Amazon EKS and Amazon S3 Vectors
Retrieval-Augmented Generation (RAG) is a technique that optimizes large language model (LLM) outputs by referencing authoritative knowledge bases outside of the model’s training data before generating responses. This addresses common limitations of traditional LLMs, such as outdated knowledge, hallucinated facts, and misinterpreted terminology. Organizations can implement RAG to enhance their generative AI applications with current, […]
Simplify cross-account storage management with Amazon EFS and Amazon EKS
Organizations are increasingly adopting a multi-account Amazon Web Services (AWS) strategy to achieve enhanced security, governance, and operational efficiency at scale. Implementing separate accounts for production and non-production environments enables enterprises to group workloads based on business purpose, apply distinct security postures by environments, restrict access to sensitive data, and streamline cost management. You can […]
How Anuttacon scaled AI-enhanced gaming workloads for “Whispers from the Star”
The gaming industry is undergoing significant growth, with AI-driven interactive experiences setting new standards. Anuttacon, an independent research lab, is committed to developing humanistic general intelligence that enables seamless, real-time interactions across text, voice, visuals, and more. Their mission is to create multimodal AI capable of genuine emotional understanding and expressive communication—technology that both thinks […]
Mountpoint for Amazon S3 CSI driver v2: Accelerated performance and improved resource usage for Kubernetes workloads
Amazon S3 is the best place to build data lakes because of its durability, availability, scalability, and security. In 2023, we introduced Mountpoint for Amazon S3, an open source file client that allows Linux-based applications to access S3 objects through a file API. Shortly after, we took this one step further with the Mountpoint for […]
Backup Amazon Elastic Kubernetes Service (EKS) resources using NetApp Trident Protect
Kubernetes is an open source container orchestration platform that automates the deployment, scaling, and management of containerized applications. For users running applications and workloads on Kubernetes, protecting resources and data from accidental deletion or hardware failures is crucial for maintaining business continuity and meeting compliance requirements. While Kubernetes provides high availability through its control plane […]
Siemens builds Datalake2Go on AWS to analyze disparate data globally
Siemens is a technology company focused on industry, infrastructure, transport, and healthcare. From resource-efficient factories, resilient supply chains, and smart buildings and grids, to cleaner and more comfortable transportation and advanced healthcare, the company creates technology with purpose, adding real value for its customers. Siemens technology is everywhere, supporting the critical infrastructure and vital industries […]
Optimizing enterprise MLOps in the cloud with Domino Data Lab and Amazon Elastic File System
Domino Data Lab is an AWS Partner Network (APN) partner that provides a central system of record for data science activity across an organization. The Domino solution delivers orchestration for all data science artifacts, including AWS infrastructure, data and services. As part of the solution, Domino’s platform leverages the scale, security, reliability, and cost-effectiveness of […]
Improve compute utilization with more Amazon EBS volume attachments on 7th generation Amazon EC2 instances
For many stateful containerized applications, such as those using Kubernetes orchestration, each stateful pod (the smallest deployable container object) may require dedicated persistent storage. A block storage solution is a good fit due to its high performance, low latency, and persistence attributes. If a compute instance has more compute resources to spare, you can only […]
Optimizing performance of Apache Spark workloads on Amazon S3
This blog covers performance metrics, optimizations, and configuration tuning specific to OSS Spark running on Amazon EKS. For customers using or considering Amazon EMR on EKS, refer to the service documentation to get started and this blog post for the latest performance benchmark. Performance is top of mind for customers running streaming, extract transform load […]