Objectives
- Heterogenous parallelism in cluster
- EP design for inference performance

Key Results
- [5/10] Profile different parallelism setup with real trace and analysis their difference
- [0/10] Meta-analysis for the theory maximum improvement with heterogenous setup
- [0/10] Understand how EP influence performance fully
- [0/10] Verify how dynamic EP influence performance
- [4/10] Analysis correlations between MoE layers (suspended)

Last Week
- [For KR1] Run latest vLLM with different parallelism configurations (TP, PP, DP, EP) in Qwen-30B with fixed input/output length to get their difference.
- [Misc] Write AIR project conclusion docs for the collaboration in Ali w/ Jinbo.

Next Week
- Test different parallelism configurations with latest Ali trace.
- Analysis the performance pattern in different workloads.