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AI可观测性：为GPU监控实施DataDog、New Relic和Splunk

Datadog、New Relic和Dynatrace均已添加原生NVIDIA DCGM集成。GPU专用仪表板现已成为标准功能。OpenTelemetry GPU指标规范日趋成熟。LLM可观测性（令牌吞吐量、延迟百分位数、每请求成本）正在成为标准。AIOps平台使用机器学习进行GPU故障预测。vLLM和TensorRT-LLM提供丰富的可观测性指标。

Blake Crosley Blake Crosley
AI可观测性：为GPU监控实施DataDog、New Relic和Splunk
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