Home > Workload Solutions > Safety & Security > White Papers > Vix Vizion Imagus Video Analytics Validation with Dell EMC PowerEdge Server and NVIDIA-T4 GPU > Conclusions
The Dell EMC PowerEdge R740xd platform, combined with local direct attach storage, or remote network attached storage proved to be a suitable platform for the Vix Vizion Imagus Computer Vision application.
Utilization of NVIDIA-T4 GPU accelerators and NVIDIA GRID vGPU technology was a flexible and capable combination that allowed the flexibility needed for multi-tenant deployment and worked without issue for live migration and HA failover of VMs while actively using the NVIDIA vGPUs.
The vGPU performance was not a limiting factor for the number of camera streams that could be simultaneously processed by the SUT. Optimal performance configurations for single and multiple VM deployments were determined. The use of multiple VMs appeared to be the optimal solution for getting the maximum number of camera streams on a single system host. Scaling up performance using multiple GPUs with a single VM was not supported.