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phd/weekly-report/25/250720.md

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+Objectives
+- MoE pattern feature
+- EP design for inference performance
+
+Key Results
+- [6/10] Survey MoE works and their observations
+- [9/10] Analysis experts load balance's temporal locality
+- [4/10] Analysis correlations between MoE layers
+- [0/10] Understand how EP influence performance fully
+- [0/10] Verify how dynamic EP influence performance
+
+Last Week
+- Survey the infrastructure of Bailian, specially in model serving and batching.
+- Give a KVCache cache talk in Ali w/ Jinbo.
+- Review 2 papers as shadow PC.
+- Survey the agent workflow for potential system problem.
+
+Next Week
+- Survey the different parallelism setup scheduling.
+- Review and write comments for all assigned papers.