Understanding Irregular MoE Execution on Modern GPUs理解现代 GPU 上的不规则 MoE 执行
Analyzing routing, token distribution, and execution behavior without reducing irregular workloads to an average case.分析路由、Token 分布与执行行为，而不把不规则负载简化成平均情形。
Working outline研究提纲 · Hypotheses and measurement plans; verified results are still being attached.包含假设与测量计划，经验证的结果仍在补充中。
Why irregularity matters
Mixture-of-experts execution inherits variability from routing. A useful analysis preserves the distribution rather than reporting only its mean.
Measurement plan
TODO: record the verified workload, hardware, runtime revision, and profiler captures.
为何不规则性重要
混合专家模型的执行会继承路由带来的变化。有效的分析应保留完整分布，而不是只报告平均值。
测量计划
TODO：记录经过验证的负载、硬件、运行时版本和性能分析截图。