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.
