Rob Nertney – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-06-25T17:52:12Z http://www.open-lab.net/blog/feed/ Rob Nertney <![CDATA[Exploring the Case of Super Protocol with Self-Sovereign AI and NVIDIA Confidential Computing]]> http://www.open-lab.net/blog/?p=91216 2025-06-25T17:52:12Z 2024-11-14T22:01:38Z Confidential and self-sovereign AI is a new approach to AI development, training, and inference where the user��s data is decentralized, private, and...]]>

Confidential and self-sovereign AI is a new approach to AI development, training, and inference where the user’s data is decentralized, private, and controlled by the users themselves. This post explores how the capabilities of Confidential Computing (CC) are expanded through decentralization using blockchain technology. The problem being solved is most clearly shown through the use of…

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Rob Nertney <![CDATA[Bringing Confidentiality to Vector Search with Cyborg and NVIDIA cuVS]]> http://www.open-lab.net/blog/?p=87131 2024-10-03T21:17:06Z 2024-08-15T16:00:00Z In the era of generative AI, vector databases have become indispensable for storing and querying high-dimensional data efficiently. However, like all databases,...]]>

In the era of generative AI, vector databases have become indispensable for storing and querying high-dimensional data efficiently. However, like all databases, vector databases are vulnerable to a range of attacks, including cyber threats, phishing attempts, and unauthorized access. This vulnerability is particularly concerning considering that these databases often contain sensitive and…

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Rob Nertney <![CDATA[Announcing Confidential Computing General Access on NVIDIA H100 Tensor Core GPUs]]> http://www.open-lab.net/blog/?p=81376 2024-06-06T14:47:37Z 2024-04-25T17:00:00Z NVIDIA launched the initial release of the Confidential Computing (CC) solution in private preview for early access in July 2023 through NVIDIA LaunchPad....]]>

NVIDIA launched the initial release of the Confidential Computing (CC) solution in private preview for early access in July 2023 through NVIDIA LaunchPad. Confidential Computing can be used in virtualized environments and provides the highest level of security with the best performance possible in the industry today. The?NVIDIA H100 Tensor Core GPU was the first GPU to introduce support for CC.

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Rob Nertney <![CDATA[CUDA Toolkit 12.4 Enhances Support for NVIDIA Grace Hopper and Confidential Computing]]> http://www.open-lab.net/blog/?p=79119 2024-08-28T17:32:44Z 2024-03-06T19:55:00Z The latest release of CUDA Toolkit, version 12.4, continues to push accelerated computing performance using the latest NVIDIA GPUs. This post explains the new...]]>

The latest release of CUDA Toolkit, version 12.4, continues to push accelerated computing performance using the latest NVIDIA GPUs. This post explains the new features and enhancements included in this release: CUDA and the CUDA Toolkit software provide the foundation for all NVIDIA GPU-accelerated computing applications in data science and analytics, machine learning…

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Rob Nertney <![CDATA[Confidential Computing on NVIDIA H100 GPUs for Secure and Trustworthy AI]]> http://www.open-lab.net/blog/?p=68661 2023-08-24T18:03:52Z 2023-08-03T22:32:37Z Hardware virtualization is an effective way to isolate workloads in virtual machines (VMs) from the physical hardware and from each other. This offers improved...]]>

Hardware virtualization is an effective way to isolate workloads in virtual machines (VMs) from the physical hardware and from each other. This offers improved security, particularly in a multi-tenant environment. Yet, security risks such as in-band attacks, side-channel attacks, and physical attacks can still happen, compromising the confidentiality, integrity, or availability of your data and…

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Rob Nertney <![CDATA[CUDA Toolkit 12.2 Unleashes Powerful Features for Boosting Applications]]> http://www.open-lab.net/blog/?p=67705 2024-08-28T17:39:00Z 2023-07-06T19:16:56Z The latest release of CUDA Toolkit 12.2 introduces a range of essential new features, modifications to the programming model, and enhanced support for hardware...]]>

The latest release of CUDA Toolkit 12.2 introduces a range of essential new features, modifications to the programming model, and enhanced support for hardware capabilities accelerating CUDA applications. Now out through general availability from NVIDIA, CUDA Toolkit 12.2 includes many new capabilities, both major and minor. The following post offers an overview of many of the key…

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Rob Nertney <![CDATA[CUDA Toolkit 12.0 Released for General Availability]]> http://www.open-lab.net/blog/?p=58508 2024-08-28T17:43:25Z 2022-12-12T19:00:00Z NVIDIA announces the newest CUDA Toolkit software release, 12.0. This release is the first major release in many years and it focuses on new programming models...]]>

NVIDIA announces the newest CUDA Toolkit software release, 12.0. This release is the first major release in many years and it focuses on new programming models and CUDA application acceleration through new hardware capabilities. For more information, watch the YouTube Premiere webinar, CUDA 12.0: New Features and Beyond. You can now target architecture-specific features and instructions…

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Rob Nertney <![CDATA[CUDA Toolkit 11.8 New Features Revealed]]> http://www.open-lab.net/blog/?p=55646 2024-08-28T17:44:48Z 2022-10-04T14:00:00Z NVIDIA announces the newest CUDA Toolkit software release, 11.8. This release is focused on enhancing the programming model and CUDA application speedup through...]]>

NVIDIA announces the newest CUDA Toolkit software release, 11.8. This release is focused on enhancing the programming model and CUDA application speedup through new hardware capabilities. New architecture-specific features in NVIDIA Hopper and Ada Lovelace are initially being exposed through libraries and framework enhancements. The full programming model enhancements for the NVIDIA Hopper…

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