Product
WorkloadTruth
WorkloadTruth is an Apache 2.0 CLI and MCP server that classifies GPU workloads as training, inference, or idle entirely from telemetry like utilization, memory, and power. No code changes or self-reporting are needed. W…
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WorkloadTruth is an Apache 2.0 CLI and MCP server that classifies GPU workloads as training, inference, or idle entirely from telemetry like utilization, memory, and power. No code changes or self-reporting are needed. We ship a hash-chained audit log and an evasion benchmark. Unlike NVIDIA DCGM that exposes raw metrics or run:ai that trusts user labels, our approach classifies actual behavior.
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