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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.