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obsidian/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.