Kernel-Level eBPF Observability and Security for Distributed GPU Inference Fleets: Tracking NVLink Throughput, CUDA Kernel Latencies, and Multi-Tenant Isolation in Kubernetes

In 2026, operating high-throughput Large Language Model (LLM) inference clusters powered by vLLM, TensorRT-LLM, and multi-tenant orchestration frameworks requires platform engineering teams to achieve