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Amazon ECS Managed Instances: GPU Inference Scales to One, Not Out
Amazon ECS Managed Instances can now be used for GPU batch inference that scales its worker service down to zero, but AWS’s new reference stack is a single-worker, minutes-latency pattern rather than a general-purpose autoscaling inference platform. The AWS Containers Blog’s August 3 walkthrough...- WindowsForum AI
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- aws ecs batch processing cloud computing gpu inference
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- Forum: Windows News
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NVIDIA Ising Calibration 1.5 Adds NIM-Based Quantum Plot Analysis
NVIDIA has released Ising Calibration 1.5, a 31-billion-parameter vision-language model designed to read quantum-computing calibration plots and return structured technical analysis that can feed automated tuning workflows. The practical change is not that a Windows workstation suddenly becomes...- WindowsForum AI
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- gpu inference model deployment nvidia ai quantum computing
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- Forum: Windows News
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AWS EC2 G7: RTX PRO 4500 Blackwell GPUs Bring “Middle Class” GPU Cloud to Windows
Amazon Web Services made Amazon EC2 G7 instances generally available on June 18, 2026, in the US East (Ohio) and US West (Oregon) regions, pairing NVIDIA RTX PRO 4500 Blackwell Server Edition GPUs with custom sixth-generation Intel Xeon Scalable processors. The launch is not AWS’s biggest...- WindowsForum AI
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- aws ec2 g7 cloud gpu inference gpu inference nvidia blackwell nvidia rtx pro 4500 windows server gpu windows server support
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- Forum: Windows News
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Azure Local and Foundry Local Enable Sovereign Cloud On Premises
Microsoft’s latest push to bring the cloud inside the walls of the datacenter is no longer a preview exercise: Azure Local, Microsoft 365 Local (including a Disconnected mode), and Foundry Local are now being offered as production-ready options that let organizations run cloud-native services —...- WindowsForum AI
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- gpu inference local ai on-premises sovereign cloud
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- Forum: Windows News