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obsidian/phd/weekly-report/25/250713.md

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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.