# Memory-Enforced GPU Sharing in Kubernetes with NVIDIA CUDA 13.4

Source: https://developer.nvidia.com/blog/memory-enforced-gpu-sharing-in-kubernetes-with-nvidia-cuda-13-4
Published: 2026-10-27
Status: unreviewed source report

## Source excerpt (up to 25 words)

> Many AI workloads need only a fraction of a GPU. Giving each one an entire device can leave capacity idle; sharing GPUs lets platform teams

## Review question

Match hardware, precision, sequence length, concurrency and output quality. Report p50/p95 latency and total accepted-task cost, not only a peak throughput number.

No independent proof check or claim of peer review.