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GPU Cloud
GPU Cluster
A GPU cluster is a network of GPUs working together for distributed AI training and HPC workloads.
Definition
A GPU cluster is a collection of GPU servers connected via high-speed networking (InfiniBand or RoCE) designed for distributed computing workloads. Modern GPU clusters for AI training typically use NVIDIA H100 or H200 GPUs connected with 400Gb/s InfiniBand, enabling efficient distributed training across hundreds of GPUs. Harch Corp operates GPU clusters of up to 256 GPUs in Morocco, with RDMA networking and NVLink for maximum throughput. Cluster management is handled by Kubernetes with NVIDIA GPU operators, and workload orchestration via Slurm or Ray.
Related Keywords
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Related Terms
GPU Cloud
GPU cloud is a cloud computing service that provides access to graphics processing units (GPUs) on-demand for AI, ML, and HPC workloads.
InfiniBand
InfiniBand is a high-speed networking standard used in HPC and AI GPU clusters.
Distributed Training
Distributed training splits AI model training across multiple GPUs or nodes for faster convergence.