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Author

Xinpeng Hong

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Preprint Aug 2026

In-Network Market Prediction Using Machine Learning and Limit Order Books

LOBIN is a solution that utilizes machine learning within the network for market prediction based on high-frequency market data feeds and achieves over a 10% reduction in latency compared to the NASDAQ order-matching server benchmark and delivers microsecond-level latency.

Xinpeng Hong, Chang-Gang Zheng, Joshua Lilley et al. · 0 citations
Preprint Aug 2026

Improving the Energy Efficiency of High Throughput Computing: A Measurement-Based Case Study

The significant energy consumed by data centers has become a concern both for costs and associated carbon emissions. In particular, the energy efficiency of servers is a key consideration for data center operators, and understanding servers'power consumption under different operating conditions is an important aspect o...

Damu Ding, Xinpeng Hong, A. Dewhurst et al. · 0 citations

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