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obsidian/phd/weekly-report/25/250706.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

  • Survey the architecture of Bailian, read their docs, get some knowledge of their gateway, cluster setup and some serverless service.
  • Refine KVCache slides w/ Jinbo and Dingyan.

Next Week

  • Skip for one week.