GPUDirect

E209962

GPUDirect is an NVIDIA technology that enables high-speed, low-latency data transfers directly between GPUs and other devices or memory, bypassing the CPU to improve performance in data-intensive applications.

All labels observed (7)

How this entity was disambiguated

Statements (49)

Predicate Object
instanceOf NVIDIA technology ⓘ
data transfer technology ⓘ
category GPU interconnect technology ⓘ
high-performance I/O technology ⓘ
compatibleWith InfiniBand networks ⓘ
RoCE networks ⓘ
designedFor GPU-accelerated applications ⓘ
data-intensive applications ⓘ
high-performance computing ⓘ
high-speed data transfer ⓘ
low-latency data transfer ⓘ
developer NVIDIA ⓘ
linked to: NVIDIA Corporation
enables direct data transfers between GPUs and network adapters ⓘ
direct data transfers between GPUs and other devices ⓘ
direct data transfers between GPUs and peer GPU memory ⓘ
direct data transfers between GPUs and pinned host memory ⓘ
direct data transfers between GPUs and storage devices ⓘ
goal bypass the CPU for data movement ⓘ
maximize effective GPU utilization ⓘ
minimize data copies between devices ⓘ
hasComponent GPUDirect Peer-to-Peer ⓘ
linked to: GPUDirect

GPUDirect RDMA ⓘ
linked to: GPUDirect

GPUDirect Storage ⓘ
linked to: GPUDirect

GPUDirect for Video ⓘ
linked to: GPUDirect
improves I/O performance ⓘ
end-to-end data throughput ⓘ
introducedBy NVIDIA CUDA ecosystem ⓘ
linked to: NVIDIA CUDA
reduces CPU involvement in data movement ⓘ
CPU overhead ⓘ
data transfer latency ⓘ
system memory copies ⓘ
relatedTo CUDA ⓘ
linked to: NVIDIA CUDA

NVIDIA Mellanox InfiniBand adapters ⓘ
NVLink ⓘ
linked to: NVLink interconnect
requires compatible NVIDIA GPUs ⓘ
driver and firmware support ⓘ
supports direct memory access to GPU memory ⓘ
peer-to-peer GPU communication ⓘ
zero-copy data paths ⓘ
usedIn AI training systems ⓘ
HPC clusters ⓘ
data analytics pipelines ⓘ
deep learning workloads ⓘ
high-frequency trading systems ⓘ
real-time signal processing ⓘ
scientific simulations ⓘ
video streaming and transcoding systems ⓘ
uses PCI Express ⓘ
RDMA ⓘ

How these facts were elicited

Referenced by (8)

Full triples — surface form annotated when it differs from this entity's canonical label.

NVIDIA CUDA → supports → GPUDirect ⓘ
GPUDirect → hasComponent → GPUDirect Peer-to-Peer ⓘ
linked to: GPUDirect
GPUDirect → hasComponent → GPUDirect RDMA ⓘ
linked to: GPUDirect
GPUDirect → hasComponent → GPUDirect Storage ⓘ
linked to: GPUDirect
GPUDirect → hasComponent → GPUDirect for Video ⓘ
linked to: GPUDirect
CUDA → supportsFeature → GPUDirect ⓘ
NVIDIA Pascal architecture → supportsFeature → NVIDIA GPU Direct RDMA (on Tesla products) ⓘ
linked to: GPUDirect
NVIDIA A40 → supports → NVIDIA GPU Direct ⓘ
linked to: GPUDirect