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phd/weekly-report/25/250706.md
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phd/weekly-report/25/250706.md
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Objectives
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- Serverless KVCache cache
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- MoE pattern feature
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- EP design for inference performance
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Key Results
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- [10/10] Prepare slides for ATC'25 presentation w/ Jinbo
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- [6/10] Survey MoE works and their observations
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- [9/10] Analysis experts load balance's temporal locality
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- [4/10] Analysis correlations between MoE layers
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- [0/10] Understand how EP influence performance fully
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- [0/10] Verify how dynamic EP influence performance
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Last Week
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- Survey the architecture of Bailian, read their docs, get some knowledge of their gateway, cluster setup and some serverless service.
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- Refine KVCache slides w/ Jinbo and Dingyan.
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Next Week
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- Skip for one week.
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