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phd/weekly-report/25/250622.md

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+Objectives
+- Serverless KVCache cache
+- MoE pattern feature
+- EP design for inference performance
+
+Key Results
+- [5/10] Prepare slides for ATC'25 presentation w/ Jinbo
+- [1/10] Survey MoE works and their observations
+- [9/10] Analysis experts load balance's temporal locality
+- [0/10] Analysis correlations between MoE layers
+- [0/10] Understand how EP influence performance fully
+- [0/10] Verify how dynamic EP influence performance
+
+Last Week
+- Tracing expert pattern with Qwen trace under Qwen3-235B and DeepSeek-671B.
+- Analysis expert pattern's temporal locality in large models (Qwen3-235B and DeepSeek-671B).
+- Prepare KVCache slides.
+- All misc for graduation.
+
+Next Week
+- Analysis the expert pattern's correlations between layers.
+- Survey current MoE works for more observations to check.