The Missing Piece in GPU Monitoring: Why Process-Level Visibility Matters

Most GPU monitoring tools provide only system-level metrics, leaving ML/AI teams unable to investigate incident root causes at the process level. gpuxray, built on eBPF technology, fills this critical gap by enabling lightweight process-level observability without performance overhead. For teams debugging complex ML workloads on GPU infrastructure, this represents a significant advance in observability and incident response capabilities.