Stories tagged cloud & infrastructure.
NVIDIA — Blog / Technical Blog / Newsroom
Federated learning (FL) projects often begin with a straightforward setup: one server, a few clients, and one dataset at each site. As those projects grow, the...
Cloudflare Blog
Cloudflare is giving site owners a way to stay discoverable while disallowing AI training. New controls and an Accountable designation establish a shared model with Apple, Google, and Microsoft.
DevOps.com / Cloud Native Now
Kubernetes autoscaling works best when teams match the metric to the workload: queue latency for synchronous web traffic, queue depth for background jobs. The post Why CPU-Based Autoscaling Fails for Rails — and What We Used Instead appeared first on Cloud Native Now.
DevOps.com / Cloud Native Now
Giving an AI agent the power to change a cluster is now straightforward. Confirming the change landed, did not produce unintended duplicate effects and achieved the outcome the operator actually wanted is the hard reliability problem. The industry is shipping the first half without the second. The…
Utility Dive / pv magazine / Energy-Storage.news
Massachusetts Governor Maura Healey has released a comprehensive framework establishing principles and expectations for responsible data centre development in the state.
AWS — What's New / News Blog
AWS Glue zero-ETL integrations for Salesforce now capture archived records in your target tables, giving you a complete replica of your Salesforce data for analytics and reporting. Archived records are identified and reflected accurately through the isArchived field, so your analytical data stays…
Stack Overflow Blog
Ryan chats with Kevin Frazier, director of the AI Innovation and Law program at the University of Texas School of Law, about the legal and social impacts of data centers, the realities of workforce disruption, and regulating AI for child safety using existing consumer protection laws.
Docker / HashiCorp / Grafana / Datadog / Honeycomb / Fly.io
Learn how Datadog helps you correlate Kueue, Coscheduling, GPU, and training framework signals to validate gang scheduling and topology-aware scheduling.
Canada: BetaKit / MobileSyrup
Non-binding MOU would be largest private capital investment in province’s history, quadrupling planned capacity. The post Bell announces $50-billion buildout to produce Canada’s largest data centre in Saskatchewan first appeared on BetaKit.
AWS — What's New / News Blog
AWS root user sign-in is now served across US East (N. Virginia), US East (Ohio), and US West (Oregon), with sign-in traffic distributed across all three Regions. This change reduces reliance on US East (N. Virginia) and improves resiliency during service disruptions. AWS automatically routes your…
Canada: BetaKit / MobileSyrup
Remarks at the Canadian Global Growth Forum follow recent guidelines on data centre development in Canada. The post Cohere CEO Aidan Gomez says Canada could become a data centre superpower first appeared on BetaKit.
Kubernetes / CNCF / Linux Foundation / Apache / OpenSSF / OSI / Eclipse
How can open source projects maintain secure infrastructure without financial strain? OpenSSF Premier Member, Amazon Web Services (AWS) addresses this by providing critical funding and scalable compute resources.
Kubernetes / CNCF / Linux Foundation / Apache / OpenSSF / OSI / Eclipse
Memory QoS has graduated to Beta in Kubernetes v1.37 and is now enabled by default. On Linux nodes running cgroup v2, the feature uses the memory controller to give the kernel better guidance on how to treat container memory. It was first introduced as Alpha in v1.22, and expanded in v1.36 with…
Kubernetes / CNCF / Linux Foundation / Apache / OpenSSF / OSI / Eclipse
Changed Block Tracking (CBT) support for CSI drivers shipped as Alpha in September 2025. With the March 2026 v1.0.0 release of the external-snapshot-metadata project, the feature moved to Beta. If you aren't yet familiar with changed block tracking for storage in Kubernetes, the Alpha announcement…
AWS — What's New / News Blog
NVIDIA's Qwen3.6-35B-A3B-NVFP4 and Alibaba's Wan2.1-T2V-1.3B-Diffusers models are now available on Amazon SageMaker JumpStart, expanding the portfolio of foundation models available to AWS customers. These two models bring specialized capabilities spanning agentic coding with long-context reasoning…
AWS — What's New / News Blog
Mistral AI's Ministral-3-3B-Instruct-2512 and Ministral-3-8B-Instruct-2512 models are now available on Amazon SageMaker JumpStart, expanding the portfolio of foundation models available to AWS customers. These two models from the Ministral 3 family bring compact, vision-capable language models…
AWS — What's New / News Blog
Google DeepMind's Gemma-4-31B-it-assistant and NVIDIA's Gemma-4-31B-IT-NVFP4 models are now available on Amazon SageMaker JumpStart, expanding the portfolio of foundation models available to AWS customers. These two models bring the flagship Gemma 4 31B dense architecture to enterprise workloads in…
AWS — What's New / News Blog
BM's granite-speech-4.1-2b, Kakao's kanana-2-30b-a3b-instruct, and the OpenFold Consortium's OpenFold3 models are now available on Amazon SageMaker JumpStart, expanding the portfolio of foundation models available to AWS customers. These three models bring specialized capabilities spanning…
SemiAnalysis (free portion)
Robot Models, Silicon Efficiency, Jetson Thor vs. B300 TCO, Deployments, The Network Wall
AWS — What's New / News Blog
There’s a particular energy to mid-September in New York. Pumpkin spice lattes are flowing, temperatures are dropping, and it’s nearly sweater weather. The city is back at full speed, and so is the AWS launch calendar. This week that energy showed up in a new frontier model on Amazon Bedrock, a…
Semafor (filter tech)
Under consideration is the 5-gigawatt AI data center project underway with US technology partners, Reuters reported.
DevOps.com / Cloud Native Now
Cloud-native applications keep changing after deployment, making production-safe security testing essential for validating real vulnerabilities, misconfigurations and access-control gaps without disrupting live systems. The post Production-Safe Security Testing: A Missing Layer in Cloud-Native…
Semafor (filter tech)
The US House of Representatives will this week take up a bill overseeing the data center buildout.
Canada: BetaKit / MobileSyrup
Plus: Where every province stands on data centres. The post Canada needs growth-stage capital, too first appeared on BetaKit.
Semafor (filter tech)
Some Republicans are hoping they can address voters’ affordability concerns before the midterms.
AWS — What's New / News Blog
AWS Glue zero-ETL integrations now detect table property conflicts and track integration ownership. When you configure a source table and target catalog, Glue associates the resulting table properties with the owning integration, so two integrations can no longer be pointed at the same target table…
AWS — What's New / News Blog
AWS End User Messaging is advancing its deliverability capabilities in phone pools. Now, customers sending through phone pools automatically benefit from automatic failover to the next best performing number in the pool when SMS delivery is impacted from downstream disruptions. SMS deliverability…
AWS — What's New / News Blog
AWS End User Messaging now supports dynamic WhatsApp flows so you can turn WhatsApp conversations into rich, interactive experiences that end-users complete directly in WhatsApp. Instead of pushing end-users to a website or a separate form to complete an interactive experience, you can instead…
AWS — What's New / News Blog
AWS Elemental MediaLive now supports Video Aligned Locking, a new feature to synchronize video pipelines without requiring timecode from the source. Previously, achieving frame-accurate locking across video outputs required investing in specialized hardware or managing complex, external…
Canary Media / Heatmap / Latitude Media
Elon Musk’s SpaceXAI has built what may be the biggest battery in the U.S. at its controversial Memphis AI computing hub. The exact size of the battery is unclear. Canary Media counted 720 Tesla Megapack battery containers visible on the grounds of the Colossus 2 data center in satellite imagery…