NVML
PulseAugur coverage of NVML — every cluster mentioning NVML across labs, papers, and developer communities, ranked by signal.
3 day(s) with sentiment data
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New method detects hidden ML training using GPU telemetry
Researchers have developed a method to detect hidden machine learning training using zero-overhead telemetry from graphics processing units (GPUs). This approach utilizes privacy-preserving NVML telemetry, which observe…
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Kubernetes operators enable scale-to-zero for LLM serving
New Kubernetes operators are emerging to address the cost of running large language models, particularly the issue of idle GPUs burning money. Hearth, an alpha-stage operator, allows users to declaratively serve open-so…
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NVIDIA Edge AI Hardware Lacks Energy Attribution Capabilities
A new paper highlights a significant energy observability gap in NVIDIA's flagship edge AI hardware, specifically the GB10 SoC found in ASUS Ascent GX10 systems. The research demonstrates that current hardware lacks the…