Tag: G4

Dec 21, 2025 · AI Infrastructure
Layered improvements with G4 / RTX 6000 Pro
Google Cloud’s G4 architecture delivers 168% higher throughput by maximizing PCIe Gen 5 performance. This deep dive examines the engineering stack driving these gains, from direct P2P communication and NUMA optimizations to Titanium offloads. Explore how G4 transforms standard connectivity into a high-speed fabric for demanding AI inference and training.
Dec 20, 2025 · AI Infrastructure
Getting most out of your GPUs using MIG
Understanding how to partition a single GPU into multiple isolated instances for cost-efficient AI workloads, with a deep dive into NVIDIA's MIG technology and the architectural differences between GKE and EKS..