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

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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, stay demos, and interactive workshops led by Amazon Net Providers (AWS) consultants. Final week, occasions happened at AWS Summit Tel Aviv and AWS Summit Singapore.

The next photograph reveals the packed keynote at AWS Summit Tel Aviv.

AWS Summit Tel Aviv Keynote

Discover an AWS Summit close to you and be a part of 1000’s of AWS prospects and cloud professionals taking the following 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 at all times accessible purposes with nearly limitless scalability, the 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 purposes can proceed to learn and write with robust consistency, even within the uncommon case an software 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 expertise within the pursuit of engineering effectivity. Learn the total story in Dr. Werner Vogels’ weblog publish, Simply make it scale: An Aurora DSQL story.

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

  • Asserting new Mannequin Context Protocol (MCP) servers for AWS Serverless and Containers – MCP servers are actually accessible for AWS Lambda, Amazon Elastic Container Service (Amazon ECS), Amazon Elastic Kubernetes Service (Amazon EKS), and Finch. With MCP servers, you may get from concept to manufacturing quicker by giving your AI assistants entry to an up-to-date framework on the right way to accurately 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.
  • Asserting the final availability of Amazon FSx for Lustre Clever-Tiering – FSx for Lustre Clever-Tiering, a brand new storage class, routinely optimizes prices by tiering chilly knowledge to the relevant lower-cost storage tier based mostly on entry patterns and consists of an non-obligatory SSD learn cache to enhance efficiency on 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 on your write-intensive workloads which might be distributed throughout a number of AWS Areas and on-premises file programs.
  • AWS Community Firewall Provides Assist 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 provides you extra choices to scale your Community Firewall deployment throughout a number of VPCs, utilizing a centralized safety coverage.
  • Price Optimization Hub now helps Financial savings Plans and reservations preferences – Now you can use Price Optimization Hub, a function inside the Billing and Price Administration Console, to configure most well-liked Financial savings Plans and reservation time period and fee choices preferences, so you’ll be able to see your ensuing suggestions and financial savings potential based mostly in your most well-liked 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 advisable 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 typically accessible, 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 value estimates by offering two kinds of value estimates: value 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 price estimate. Moreover, with the brand new charge configuration inclusive of each pricing reductions and buy commitments, you’ll be able to acquire a clearer image of potential financial savings and value optimizations on your value eventualities.
  • AWS CDK Toolkit Library is now typically accessible – AWS CDK Toolkit Library supplies programmatic entry to core AWS CDK functionalities comparable to synthesis, deployment, and destruction of stacks. You need to use this library to combine CDK operations straight into your purposes, customized CLIs, and automation workflows, providing higher flexibility and management over infrastructure administration.
  • Asserting Crimson Hat Enterprise Linux for AWS – Crimson Hat Enterprise Linux (RHEL) for AWS, beginning with RHEL 10, is now typically accessible, combining Crimson Hat’s enterprise-grade Linux software program with native AWS integration. RHEL for AWS is constructed to attain optimum efficiency of RHEL working on AWS.

For a full listing of AWS bulletins, you should definitely keep watch over the What’s New with AWS? web page.

Extra updates
Listed below are some further tasks, weblog posts, and information gadgets that you just may discover attention-grabbing:

  • 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 consists of deployment-ready blueprints for distributed coaching, LLM inference, generative AI pipelines, multi-model serving, agentic AI, GPU and Neuron-specific benchmarks, and MLOps finest practices.
  • Revolutionizing earth statement with geospatial basis fashions on AWS – Rising transformer-based imaginative and prescient fashions for geospatial knowledge—additionally referred to as geospatial basis fashions (GeoFMs)—provide a brand new and highly effective expertise for mapping the earth’s floor at a continental scale. This publish explores how Clay Basis’s Clay basis mannequin will be deployed for large-scale inference and fine-tuning on Amazon SageMaker. You need to use the ready-to-deploy code samples to get began rapidly with deploying GeoFMs in your individual purposes 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 purposes provide distinctive benefits, comparable to larger latency tolerance, batch processing, and caching, however their autonomous nature requires stronger guardrails and exhaustive high quality assurance in comparison with conversational purposes, which profit from real-time person suggestions and supervision. This publish examines 4 various Amazon.com examples of non-conversational generative AI purposes.

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

  • AWS Summits – Be part of free on-line and in-person occasions that deliver the cloud computing group collectively to attach, collaborate, and find out about 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 identification.
  • AWS Neighborhood Days – Be part of community-led conferences that function technical discussions, workshops, and hands-on labs led by knowledgeable AWS customers and business 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. Examine again subsequent Monday for one more Weekly Roundup!

– Prasad

Tags: AmazonAuroraAWSDSQLEKSFSxJuneMCPRoundupserversWeekly
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