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cs.OS2026
Herschel: Continuous Optimization of Production LLM Inference through On-Demand Profiling
Luping Wang, Weigao Chen, Yifei Wu +11
Model-as-a-service platforms call for continuous optimization as complex serving conditions expose inefficiencies missed before deployment. Detailed always-on profiling can incur s…
cs.AR2026
VIPER: Architecture-Aware Performance Modeling for Processing-in-Memory Design-Space Exploration
Haoran Geng, Tomas Sousa Pereira, Xiaoyang Lu +3
Processing-in-Memory (PIM) promises to reduce data movement overhead by executing computation in or near memory, but its realized application speedup remains highly design-dependen…