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stream-governance

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gpu-efficiency-streaming

Lutflow / gpu-efficiency-streaming

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Real-time GPU cost governance on Confluent Cloud for Apache Flink — energy-per-useful-token (J/1k) detection, forecasting & a closed remediation loop. Measured on IBM Granite-3.3-8B / NVIDIA L4.

real-time schema-registry gpu stream-processing forecasting apache-flink apache-kafka anomaly-detection finops confluent-cloud flink-sql opentelemetry stream-governance vllm cost-governance llm-inference nvidia-dcgm gpu-cost
  • Updated Jun 22, 2026
  • Python

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