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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

This paper presents a measurement-based case study of high-throughput computing, and points out the obstacles encountered by data center operators in their efforts to minimize energy consumption and carbon emissions, and offers actionable recommendations for decreasing the energy usage of servers.

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

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