David Lifshitz

David Lifshitz is a senior software engineer at NVIDIA, specializing in Kubernetes scheduling and GPU resource management for AI workloads. He is a maintainer of KAI Scheduler, an open-source CNCF Sandbox project that optimizes GPU resource allocation for AI and machine learning workloads. Previously at Run:ai, David helped develop the scheduling technology that powers the NVIDIA Run:ai platform. Drawing on his background in backend engineering, he focuses on building scalable systems that make efficient use of shared compute resources.
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Posts by David Lifshitz

Data Center / Cloud

Memory-Enforced GPU Sharing in Kubernetes with NVIDIA CUDA 13.4

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 serve more workloads... 7 MIN READ