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.
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