heavy-tail

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ZhenyuanPAN822 / chat-forensics-workbench

Local-first chat-log forensics workbench: K-S, M/M/1, Barabási heavy-tail, Granger. Pure Python stdlib. Cited research.

python stdlib queueing-theory granger-causality ks-test local-first meme-tool statistical-forensics chat-log-analysis heavy-tail

Updated May 7, 2026
Python

JohnScheuer / sharegpt-workload-bench

Star

Comparing LLM serving under real ShareGPT traces vs synthetic Poisson workloads. Real distributions produce 42x worse P99 TTFT and earlier SLO violations — scheduling policies only differentiate under heavy-tailed real traffic.

python benchmarking simulation scheduling slo workload-characterization sharegpt llm-serving serving-infrastructure p99-latency heavy-tail mlsystems

Updated Jul 19, 2026
Python

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