Objectives - Serverless KVCache cache - MoE pattern feature - EP design for inference performance Key Results - [10/10] Prepare slides for ATC'25 presentation w/ Jinbo - [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 - Go for vacation. Next Week - Understand the infrastructure of Bailian further. - Review and write comments for at least 3 paper as a shadow PC. - Learn about current MoE network feature under different parallelism mode.