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Author

Guanting Chen

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#natural language process... Preprint Sep 2026

DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression

The widespread adoption of long-horizon agents has made model workloads increasingly input-heavy. Although prior work has substantially reduced the cost of long-context computation, prefill remains computationally expensive, and large KV caches continue to strain HBM and SSD capacity and data-transfer bandwidth. Togeth...

De Xu, B. Li, Bang Lin et al. · 35 citations
Preprint Aug 2026

LLM-Powered Predictive Decision-Making for Sustainable Data Center Operations

This work introduces a novel LLM-based predictive scheduling system designed to enhance operational efficiency while reducing the environmental impact of data centers, using an LLM to predict key metrics such as execution time and energy consumption from source code.

Hanzhao Wang, Jingxuan Wu, Yumeng Li et al. · 0 citations

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