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CL
Researcher

Cheng-Hsi Lin

Software Engineer at Google

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Cheng-Hsi Lin is a software engineer at Google.

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Cheng-Hsi Lin as author

Google Trains LLMs to Predict System Metrics Without Tabular Data
arXivresearchpositiveAug 27, 2025

Google trained a 60M parameter text-to-text regression model that achieves 0.99 rank correlation for predicting resource efficiency metrics on Borg, outperforming traditional tabular approaches by 100x on MSE.

“Author of "Google Trains LLMs to Predict System Metrics Without Tabular Data" on arXiv”

LLMsAI ResearchFoundation ModelsNLP