NVIDIA Topograph
A network topology-aware scheduling tool from NVIDIA that exposes cluster hardware and network topology information to the scheduling layer. It enables GPU workloads to be placed intelligently according to physical interconnect structure, reducing cross-domain communication overhead and improving overall cluster throughput efficiency.
Timeline (last 90 days)
NVIDIA Topograph is a tool that exposes a cluster's network and hardware topology information to the scheduling layer, enabling workloads to be intelligently placed according to topological structure.
Topograph can be combined with NVIDIA Dynamo to route inference requests to the GPU node physically closest to the cached KV data, reducing the communication overhead caused by cache migration.
All Facts (2)
NVIDIA Topograph is a tool that exposes a cluster's network and hardware topology information to the scheduling layer, enabling workloads to be intelligently placed according to topological structure.
50%UnverifiedTopograph can be combined with NVIDIA Dynamo to route inference requests to the GPU node physically closest to the cached KV data, reducing the communication overhead caused by cache migration.
50%