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Thursday, August 21, 2025

AWS Weekly Roundup: Single GPU P5 cases, Superior Go Driver, Amazon SageMaker HyperPod and extra (August 18, 2025)


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Let me begin this week’s replace with one thing I’m particularly enthusiastic about – the upcoming BeSA (Turn out to be a Options Architect) cohort. BeSA is a free mentoring program that I host together with a number of different AWS workers on a volunteer foundation to assist individuals excel of their cloud careers. Final week, the instructors’ lineup was finalized for the 6-week cohort beginning September 6. The cohort will give attention to migration and modernization on AWS. Go to the BeSA web site to be taught extra.

One other spotlight for me final week was the announcement of six new AWS Heroes for his or her technical management and distinctive contributions to the AWS group. Learn the full announcement to be taught extra about these group leaders.

Final week’s launches
Listed here are some launches from final week that bought my consideration:

  • Amazon EC2 Single GPU P5 cases at the moment are usually out there — You possibly can right-size your machine studying (ML) and excessive efficiency computing (HPC) sources cost-effectively with the brand new Amazon Elastic Compute Cloud (Amazon EC2) P5 occasion measurement with one NVIDIA H100 GPU.
  • AWS Superior Go Driver is mostly out there — Now you can use the AWS Superior Go Driver with Amazon Relational Database Service (Amazon RDS) and Amazon Aurora PostgreSQL-Appropriate and MySQL-Appropriate database clusters for sooner switchover and failover instances, Federated Authentication, and authentication with AWS Secrets and techniques Supervisor or AWS Identification and Entry Administration (IAM). You possibly can set up the PostgreSQL and MySQL packages for Home windows, Mac, or Linux, by following the set up guides in GitHub.
  • Expanded assist for Cilium with Amazon EKS Hybrid Nodes — Cilium is a Cloud Native Computing Basis (CNCF) graduated mission that gives core networking capabilities for Kubernetes workloads. Now, you’ll be able to obtain assist from AWS for a broader set of Cilium options when utilizing Cilium with Amazon EKS Hybrid Nodes together with utility ingress, in-cluster load balancing, Kubernetes community insurance policies, and kube-proxy substitute mode.
  • Amazon SageMaker AI now helps P6e-GB200 UltraServers — You possibly can speed up coaching and deployment of foundational fashions (FMs) at trillion-parameter scale through the use of as much as 72 NVIDIA Blackwell GPUs below one NVLink area with the brand new P6e-GB200 UltraServer assist in Amazon SageMaker HyperPod and Mannequin Coaching.
  • Amazon SageMaker HyperPod now helps fine-grained quota allocation of compute sources, topology-aware-scheduling of LLM duties and customized Amazon Machine Photos (AMIs) — You possibly can allocate fine-grained compute quota for GPU, Trainium accelerator, vCPU, and vCPU reminiscence inside an occasion to optimize compute useful resource distribution. With topology-aware scheduling, you’ll be able to schedule your massive language mannequin (LLM) duties on an optimum community topology to reduce community communication and improve coaching effectivity. Utilizing customized AMIs, you’ll be able to deploy clusters with pre-configured, security-hardened environments that meet your particular organizational necessities.

Extra updates
Listed here are some extra information gadgets and weblog posts that I discovered fascinating:

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

  • AWS re:Invent 2025 (December 1-5, 2025, Las Vegas) — The AWS flagship annual convention providing collaborative innovation by means of peer-to-peer studying, expert-led discussions, and invaluable networking alternatives.
  • AWS Summits — Be a part of free on-line and in-person occasions that deliver the cloud computing group collectively to attach, collaborate, and find out about AWS. Developing quickly are summits in Johannesburg (August 20) and Toronto (September 4).
  • AWS Neighborhood Days — Be a part of community-led conferences that characteristic technical discussions, workshops, and hands-on labs led by professional AWS customers and business leaders from world wide: Adria (September 5), Baltic (September 10), Aotearoa (September 18), and South Africa (September 20).

Be a part of the AWS Builder Middle to be taught, construct, and join with builders within the AWS group. Browse right here for upcoming in-person and digital developer-focused occasions.

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

Prasad

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