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Azure Confidential Computing: Confidential GPUs and AI

thomasvanlaere.com · published 21 March 2025

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https://en.wikipedia.org/wiki/AI_boom

en.wikipedia.org

https://www.intel.com/content/www/us/en/products/docs/accelerator-engines/software-guard-extensions.html

intel.com

https://www.amd.com/en/developer/sev.html

amd.com

https://www.intel.com/content/www/us/en/developer/tools/trust-domain-extensions/overview.html

intel.com

Azure Confidential Computing: IaaS Read at the source ↗

thomasvanlaere.com

Azure Confidential Computing: Confidential VMs Read at the source ↗

thomasvanlaere.com

Azure Confidential Computing: Microsoft Azure Attestation Read at the source ↗

thomasvanlaere.com

https://www.youtube.com/watch?v=FLIVcX68OsI

youtube.com

https://www.youtube.com/watch?v=qh-lSqifhj8

youtube.com

https://blogs.microsoft.com/on-the-issues/2023/11/02/secure-future-initiative-sfi-cybersecurity-cyberattacks/

blogs.microsoft.com

https://www.microsoft.com/en-us/trust-center/security/secure-future-initiative

microsoft.com

https://developer.nvidia.com/blog/confidential-computing-on-h100-gpus-for-secure-and-trustworthy-ai/

developer.nvidia.com

https://techcommunity.microsoft.com/blog/azure-ai-services-blog/azure-ai-confidential-inferencing-preview/4248181

techcommunity.microsoft.com

https://github.com/microsoft/confidential-ai/blob/main/inference/docs/arch.md

github.com

https://learn.microsoft.com/en-us/azure/confidential-computing/virtual-machine-options

learn.microsoft.com

https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nccadsh100v5-series?tabs=sizebasic

learn.microsoft.com

https://www.microsoft.com/en-us/research/blog/powering-the-next-generation-of-trustworthy-ai-in-a-confidential-cloud-using-nvidia-gpus/

microsoft.com

https://github.com/microsoft/confidential-ai/tree/main/inference

github.com

https://learn.microsoft.com/en-us/azure/virtual-machines/linux/n-series-driver-setup

learn.microsoft.com

https://github.com/Azure/az-cgpu-onboarding

github.com

https://github.com/NVIDIA/nvtrust/tree/368b9f95cf6a33e161ca8c0aac8a4c9528ea6ae7/guest_tools/gpu_verifiers/local_gpu_verifier

github.com

https://podman.io/docs/installation

podman.io

https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html

docs.nvidia.com

https://git-lfs.com

git-lfs.com

https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B-Instruct

huggingface.co

https://huggingface.co/microsoft/phi-4

huggingface.co

https://github.com/ggml-org/llama.cpp

github.com

Azure Confidential Computing: Confidential Temp Disk Encryption Read at the source ↗

thomasvanlaere.com

https://docs.vllm.ai/

docs.vllm.ai

https://docs.vllm.ai/en/stable/serving/engine_args.html

docs.vllm.ai

https://docs.vllm.ai/en/latest/deployment/docker.html

docs.vllm.ai

https://docs.vllm.ai/en/v0.4.0.post1/models/engine_args.html

docs.vllm.ai

https://code.visualstudio.com/docs/remote/ssh

code.visualstudio.com

https://docs.vllm.ai/en/stable/serving/openai_compatible_server.html

docs.vllm.ai

https://learn.microsoft.com/en-us/azure/confidential-computing/concept-skr-attestation

learn.microsoft.com

Azure Confidential Computing: Secure Key Release Read at the source ↗

thomasvanlaere.com

Azure Confidential Computing: Secure Key Release - Part 2 Read at the source ↗

thomasvanlaere.com

https://github.com/NVIDIA/nvtrust/

github.com

https://github.com/Azure/az-cgpu-onboarding/tree/283feee4d9135767e96e08126c306769d6591334/src/local_gpu_verifier

github.com

https://github.com/Azure/az-cgpu-onboarding/tree/283feee4d9135767e96e08126c306769d6591334/src/local_gpu_verifier_http_service

github.com

https://www.rfc-editor.org/rfc/rfc7519

rfc-editor.org

https://www.rfc-editor.org/rfc/rfc7515

rfc-editor.org

https://www.rfc-editor.org/rfc/rfc4648

rfc-editor.org

https://github.com/NVIDIA/nvtrust/blob/368b9f95cf6a33e161ca8c0aac8a4c9528ea6ae7/guest_tools/attestation_troubleshooting_guide.md

github.com

https://github.com/Azure/confidential-computing-cvm-guest-attestation

github.com

https://youtu.be/X2jrg7r4gOY?si=aazA3e70-URS8fym&t=153

youtu.be

https://techcommunity.microsoft.com/blog/azureconfidentialcomputingblog/azure-ai-confidential-inferencing-technical-deep-dive/4253150

techcommunity.microsoft.com