Memory and compute oversubscription

Oversubscription improves GPU utilization under controlled risk. It is suitable for development, inference, and lightweight training workloads whose memory peaks do not overlap.

Guidance

• Enable it first in a test namespace.
• Monitor OOM, memory peaks, and task failure rates.
• Keep conservative quotas for critical production workloads.