trace replay fidelity

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LLM Workload Trace Selection: Representativeness vs Replay Loss

2026 guide to LLM workload trace selection: BurstGPT vs Azure LLM inference traces vs buyer traces, with a transformation-loss matrix, workload fingerprint and manifest for GPU pilots.

November 2, 2026• 29 min read
llm workload trace selectionllm inference workload tracesllm trace replay benchmark