GPUDirect

Feb 04, 2025

Accelerating AI Storage by up to 48% with NVIDIA Spectrum-X Networking Platform and Partners

AI factories rely on more than just compute fabrics. While the East-West network connecting the GPUs is critical to AI application performance, the storage...
7 MIN READ
Jun 13, 2024

Unlocking GPU-Accelerated RDMA with NVIDIA DOCA GPUNetIO

NVIDIA DOCA GPUNetIO is a library within the NVIDIA DOCA SDK, specifically designed for real-time inline GPU packet processing. It combines technologies like...
11 MIN READ
Monitor, data, train, deploy graphic
Feb 22, 2023

Optimizing Production AI Performance and Efficiency with NVIDIA AI Enterprise 3.0

NVIDIA AI Enterprise is an end-to-end, secure, cloud-native suite of AI software. The recent release of NVIDIA AI Enterprise 3.0 introduces new features to help...
7 MIN READ
Digital pathology WSI
Jan 05, 2023

Accelerating Digital Pathology Workflows Using cuCIM and NVIDIA GPUDirect Storage

Whole slide imaging (WSI), the digitization of tissue on slides using whole slide scanners, is gaining traction in healthcare. WSI enables clinicians in...
10 MIN READ
Nov 22, 2022

Improving Network Performance of HPC Systems Using NVIDIA Magnum IO NVSHMEM and GPUDirect Async

Today’s leading-edge high performance computing (HPC) systems contain tens of thousands of GPUs. In NVIDIA systems, GPUs are connected on nodes through the...
14 MIN READ
Frame by frame identification and tracking in endoscopy
Aug 30, 2022

AI in Endoscopy: Improving Detection Rates and Visibility with Real-Time Sensing

Clinical applications for AI are improving digital surgery, helping to reduce errors, provide consistency, and enable surgeon augmentations that were previously...
4 MIN READ
Closeup of a surgeon at work.
Nov 15, 2021

Supporting Low-Latency Streaming Video for AI-Powered Medical Devices with Clara Holoscan

NVIDIA Clara Holoscan provides a scalable medical device computing platform for developers to create AI microservices and deliver insights in real time. The...
5 MIN READ
Aug 23, 2021

Accelerating IO in the Modern Data Center: Magnum IO Storage

This is the fourth post in the Accelerating IO series. It addresses storage issues and shares recent results and directions with our partners. We cover the new...
9 MIN READ
Aug 17, 2021

Machine Learning Frameworks Interoperability, Part 2: Data Loading and Data Transfer Bottlenecks

Efficient pipeline design is crucial for data scientists. When composing complex end-to-end workflows, you may choose from a wide variety of building blocks,...
6 MIN READ
Oct 20, 2020

Accelerating IO in the Modern Data Center: Network IO

This is the second post in the Accelerating IO series, which describes the architecture, components, and benefits of Magnum IO, the IO subsystem of the modern...
19 MIN READ
Oct 05, 2020

Accelerating IO in the Modern Data Center: Magnum IO Architecture

This is the first post in the Accelerating IO series, which describes the architecture, components, storage, and benefits of Magnum IO, the IO subsystem of the...
10 MIN READ
Jun 11, 2019

GPUDirect RDMA on NVIDIA Jetson AGX Xavier

Remote Direct Memory Access (RDMA) allows computers to exchange data in memory without the involvement of a CPU. The benefits include low latency and high...
8 MIN READ
Oct 07, 2014

Benchmarking GPUDirect RDMA on Modern Server Platforms

NVIDIA GPUDirect RDMA is a technology which enables a direct path for data exchange between the GPU and third-party peer devices using standard features of PCI...
13 MIN READ