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Friday, August 22, 2025

AWS Weekly Roundup: Amazon Aurora DSQL, MCP Servers, Amazon FSx, AI on EKS, and extra (June 2, 2025)


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It’s AWS Summit Season! AWS Summits are free in-person occasions that happen throughout the globe in main cities, bringing cloud experience to native communities. Every AWS Summit options keynote shows highlighting the newest improvements, technical classes, dwell demos, and interactive workshops led by Amazon Net Providers (AWS) specialists. Final week, occasions befell at AWS Summit Tel Aviv and AWS Summit Singapore.

The next picture exhibits the packed keynote at AWS Summit Tel Aviv.

AWS Summit Tel Aviv Keynote

Discover an AWS Summit close to you and be part of 1000’s of AWS clients and cloud professionals taking the subsequent step of their cloud journey.

Final week, the announcement that piqued my curiosity most was the normal availability of Amazon Aurora DSQL, which was launched in preview at re:Invent 2024. Aurora DSQL is the quickest serverless distributed SQL database that lets you construct all the time out there functions with just about limitless scalability, the very best availability, and nil infrastructure administration.

Aurora DSQL active-active distributed structure is designed for 99.99% single-Area and 99.999% multi-Area availability with no single level of failure and automatic failure restoration. This implies your functions can proceed to learn and write with sturdy consistency, even within the uncommon case an utility is unable to connect with a Area cluster endpoint.

Single and multi region deployment of Amazon Aurora DSQL

What’s extra fascinating is the journey behind constructing Aurora DSQL, a narrative that goes past the know-how within the pursuit of engineering effectivity. Learn the complete story in Dr. Werner Vogels’ weblog put up, Simply make it scale: An Aurora DSQL story.

Final week’s launches
Listed here are the opposite launches that received my consideration:

  • Saying new Mannequin Context Protocol (MCP) servers for AWS Serverless and Containers – MCP servers at the moment are out there for AWS Lambda, Amazon Elastic Container Service (Amazon ECS), Amazon Elastic Kubernetes Service (Amazon EKS), and Finch. With MCP servers, you may get from thought to manufacturing quicker by giving your AI assistants entry to an up-to-date framework on how you can appropriately work together along with your AWS service of alternative. To obtain and check out the open supply MCP servers, go to the aws-labs GitHub repository.
  • Saying the final availability of Amazon FSx for Lustre Clever-Tiering – FSx for Lustre Clever-Tiering, a brand new storage class, robotically optimizes prices by tiering chilly information to the relevant lower-cost storage tier based mostly on entry patterns and contains an elective SSD learn cache to enhance efficiency to your most latency-sensitive workloads.
  • Amazon FSx for NetApp ONTAP now helps write-back mode for ONTAP FlexCache volumes – Write-back mode is a brand new ONTAP functionality that helps you obtain quicker efficiency to your write-intensive workloads which might be distributed throughout a number of AWS Areas and on-premises file methods.
  • AWS Community Firewall Provides Help for A number of VPC Endpoints – AWS Community Firewall now helps configuring as much as 50 Amazon Digital Non-public Cloud (Amazon VPC) endpoints per Availability Zone for a single firewall. This new functionality offers you extra choices to scale your Community Firewall deployment throughout a number of VPCs, utilizing a centralized safety coverage.
  • Value Optimization Hub now helps Financial savings Plans and reservations preferences – Now you can use Value Optimization Hub, a characteristic throughout the Billing and Value Administration Console, to configure most popular Financial savings Plans and reservation time period and fee choices preferences, so you possibly can see your ensuing suggestions and financial savings potential based mostly in your most popular commitments.
  • AWS Neuron introduces NxD Inference GA, new options, and improved instruments – With the discharge of Neuron 2.23, the NxD Inference library (NxDI) strikes from beta to normal availability and is now beneficial for all multi-chip inference use instances. Neuron 2.23 additionally introduces new coaching capabilities, together with context parallelism and Odds Ratio Choice Optimization (ORPO), and provides help for PyTorch 2.6 and JAX 0.5.3.
  • AWS Pricing Calculator, now usually out there, helps reductions and buy dedication – We introduced the final availability of the AWS Pricing Calculator within the AWS console. Now you can create extra correct and complete price estimates by offering two forms of price estimates: price estimation for a workload, and estimation of a full AWS invoice. You may as well import your historic utilization or create web new utilization when creating a value estimate. Moreover, with the brand new charge configuration inclusive of each pricing reductions and buy commitments, you possibly can acquire a clearer image of potential financial savings and value optimizations to your price situations.
  • AWS CDK Toolkit Library is now usually out there – AWS CDK Toolkit Library gives programmatic entry to core AWS CDK functionalities reminiscent of synthesis, deployment, and destruction of stacks. You should use this library to combine CDK operations immediately into your functions, customized CLIs, and automation workflows, providing better flexibility and management over infrastructure administration.
  • Saying Pink Hat Enterprise Linux for AWS – Pink Hat Enterprise Linux (RHEL) for AWS, beginning with RHEL 10, is now usually out there, combining Pink Hat’s enterprise-grade Linux software program with native AWS integration. RHEL for AWS is constructed to realize optimum efficiency of RHEL working on AWS.

For a full checklist of AWS bulletins, be sure you keep watch over the What’s New with AWS? web page.

Extra updates
Listed here are some extra tasks, weblog posts, and information objects that you just would possibly discover fascinating:

  • Introducing AI on EKS: powering scalable AI workloads with Amazon EKS – AI on EKS is a brand new open supply initiative from AWS designed that will help you deploy, scale, and optimize AI/ML workloads on Amazon EKS. AI on EKS repository contains deployment-ready blueprints for distributed coaching, LLM inference, generative AI pipelines, multi-model serving, agentic AI, GPU and Neuron-specific benchmarks, and MLOps greatest practices.
  • Revolutionizing earth remark with geospatial basis fashions on AWS – Rising transformer-based imaginative and prescient fashions for geospatial information—additionally known as geospatial basis fashions (GeoFMs)—provide a brand new and highly effective know-how for mapping the earth’s floor at a continental scale. This put up explores how Clay Basis’s Clay basis mannequin may be deployed for large-scale inference and fine-tuning on Amazon SageMaker. You should use the ready-to-deploy code samples to get began shortly with deploying GeoFMs in your personal functions on AWS.

High level solution flow for inference and fine tuning using Geospatial Foundation Models

  • Going past AI assistants: Examples from Amazon.com reinventing industries with generative AI – Non-conversational functions provide distinctive benefits, reminiscent of increased latency tolerance, batch processing, and caching, however their autonomous nature requires stronger guardrails and exhaustive high quality assurance in comparison with conversational functions, which profit from real-time consumer suggestions and supervision. This put up examines 4 numerous Amazon.com examples of non-conversational generative AI functions.

Upcoming AWS occasions
Verify your calendars and join these upcoming AWS occasions:

  • AWS Summits – Be part of free on-line and in-person occasions that convey the cloud computing group collectively to attach, collaborate, and study AWS. Register in your nearest metropolis: Stockholm (June 4), Sydney (June 4–5), Hamburg (June 5), Washington (June 10–11), Madrid (June 11), Milan (June 18), Shanghai (June 19–20), and Mumbai (June 19).
  • AWS re:Inforce – Mark your calendars for AWS re:Inforce (June 16–18) in Philadelphia, PA. AWS re:Inforce is a studying convention targeted on AWS safety options, cloud safety, compliance, and id.
  • AWS Group Days – Be part of community-led conferences that characteristic technical discussions, workshops, and hands-on labs led by skilled AWS customers and trade leaders from world wide: Milwaukee, USA (June 5), Mexico (June 14), Nairobi, Kenya (June 14), and Colombia (June 28).

That’s all for this week. Verify again subsequent Monday for an additional Weekly Roundup!

Prasad

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