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phd/weekly-report/25/250727.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 about heterogeneous parallelism config setup for different workloads and SLO.
+- Finish the review for all papers as a shadow PC.
+
+Next Week
+- Survey the chance and challenges for EP reconfiguration.
+- Survey the agentic AI infra.