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DPUs in the AI Era: Orchestrating East-West Traffic for GPU Clusters
⚡ The Technical Shift: Using DPUs to offload GPUDirect RDMA coordination, handling complex traffic routing and synchronization across massive AI training topologies.
🧠 The Operational Reality: Keeping primary GPU clusters operating at maximum utilization by eliminating x86 operating system coordination bottlenecks.
📐 Architectural Concept: The DPU as an active infrastructure coordinator for ultra-high-density distributed AI pipelines.
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