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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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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 displays highlighting the newest improvements, technical periods, reside demos, and interactive workshops led by Amazon Internet Companies (AWS) specialists. Final week, occasions passed off at AWS Summit Tel Aviv and AWS Summit Singapore.

The next photograph exhibits 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 basic 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 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 purposes can proceed to learn and write with sturdy 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 know-how within the pursuit of engineering effectivity. Learn the complete story in Dr. Werner Vogels’ weblog submit, Simply make it scale: An Aurora DSQL story.

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

  • Asserting new Mannequin Context Protocol (MCP) servers for AWS Serverless and Containers – MCP servers at the moment are 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 thought to manufacturing quicker by giving your AI assistants entry to an up-to-date framework on the best way to accurately work together together with your AWS service of selection. 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, robotically optimizes prices by tiering chilly knowledge to the relevant lower-cost storage tier based mostly on entry patterns and contains an non-obligatory 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 can be distributed throughout a number of AWS Areas and on-premises file methods.
  • 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.
  • Value Optimization Hub now helps Financial savings Plans and reservations preferences – Now you can use Value Optimization Hub, a function throughout the Billing and Value Administration Console, to configure most well-liked Financial savings Plans and reservation time period and fee choices preferences, so you may 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 basic availability and is now beneficial for all multi-chip inference use circumstances. Neuron 2.23 additionally introduces new coaching capabilities, together with context parallelism and Odds Ratio Desire Optimization (ORPO), and provides assist for PyTorch 2.6 and JAX 0.5.3.
  • AWS Pricing Calculator, now usually 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 price estimates by offering two kinds of price estimates: price estimation for a workload, and estimation of a full AWS invoice. You may also import your historic utilization or create web new utilization when creating a price estimate. Moreover, with the brand new price configuration inclusive of each pricing reductions and buy commitments, you may achieve a clearer image of potential financial savings and price optimizations to your price situations.
  • AWS CDK Toolkit Library is now usually accessible – 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 purposes, customized CLIs, and automation workflows, providing larger flexibility and management over infrastructure administration.
  • Asserting Pink Hat Enterprise Linux for AWS – Pink Hat Enterprise Linux (RHEL) for AWS, beginning with RHEL 10, is now usually accessible, combining Pink Hat’s enterprise-grade Linux software program with native AWS integration. RHEL for AWS is constructed to realize optimum efficiency of RHEL operating on AWS.

For a full record of AWS bulletins, remember to control the What’s New with AWS? web page.

Further updates
Listed here are some further tasks, weblog posts, and information objects 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 contains 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 commentary with geospatial basis fashions on AWS – Rising transformer-based imaginative and prescient fashions for geospatial knowledge—additionally referred to as geospatial basis fashions (GeoFMs)—supply a brand new and highly effective know-how for mapping the earth’s floor at a continental scale. This submit 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 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 supply distinctive benefits, reminiscent of greater 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 consumer suggestions and supervision. This submit examines 4 various Amazon.com examples of non-conversational generative AI purposes.

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

  • AWS Summits – Be a part of free on-line and in-person occasions that convey 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 id.
  • AWS Neighborhood Days – Be a part of community-led conferences that function technical discussions, workshops, and hands-on labs led by skilled AWS customers and trade leaders from all over the world: 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 one more Weekly Roundup!

Prasad

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