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obsidian/phd/weekly-report/25/250316.md

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Objective
- Serverless KVCache cache
- DeepSeek deployment study
Key Results
- Refine some trace figures in 24h trace
- Give a cache policy evaluation method (w/ Jinbo)
- Survey the hardware for MoE deploying in medium-scale cluster
Last Week
- Finish all the trace clean and preprocess and re-plot some figures for traceA and traceB in new trace.
- Communicate with Jinbo to have a better understand in the gap between vLLM cache management and traditional cache policy. Figure out a evaluation method to judge the cache policy.
- Calculate the FLOPs requirement for DeepSeek.
Next Week
- Test and refine the cache policy.
- Try to summary the challenges for medium-scale deployment.