XCore HFT / Trading Lab
PULSE: DMA routing quality must be measured
Quantitative execution, market-microstructure, and risk-control research from XTRSK.

Speed earns attention in electronic trading, but controlled decision quality is what keeps the system alive. DMA routing quality must be measured.
A compact operating checklist is: 1) measure partial fills and time to completion; 2) review whether routing logic changes market impact;
How does your desk distinguish a temporary execution problem from evidence that the underlying edge has changed?
#DMA #Execution
The research behind this lesson
This paper explains The seminar frames electronic markets as price-time-priority queues. It separates queue value into spread capture versus adverse-selection cost and the option value of retaining a place in line.
Applied to this XCore lesson: An order lifetime therefore cannot be based on elapsed time alone: the system must reassess whether its queue position, expected spread and adverse-selection risk still justify keeping the order alive.
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Source: High-Frequency Trading and Modern Market Microstructure
Educational content only. Trading leveraged products involves risk.
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