Enterprise Service

High-Performance Compute & GPU Clusters

Purpose-Built for Large-Scale AI Training

Design and build bare-metal GPU clusters with lossless AI fabrics optimized for large-scale model training and distributed inference.

About This Service

We design and deploy high-performance GPU computing infrastructure optimized for large-scale AI model training and distributed inference. From bare-metal cluster design to lossless network fabrics with InfiniBand and RoCE, we build the compute foundation that serious AI workloads demand.

What We Deliver

Bare-metal GPU cluster design
InfiniBand and RoCE network fabrics
GPUDirect RDMA optimization
NCCL performance tuning
Multi-Instance GPU (MIG) configuration
Virtual GPU (vGPU) deployment
Cluster management and scheduling
Performance benchmarking and optimization

Project Examples

AI Training Cluster

Designed and deployed a 64-GPU H100 cluster with InfiniBand fabric for a research institution, achieving 95% GPU utilization on distributed training workloads.

Inference at Scale

Built a multi-model inference platform serving 10,000+ requests/second with sub-100ms latency using optimized GPU scheduling and model parallelism.

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