Nasdaq, Inc.

Andrew Oppenheimer

Charles Mack

John Vaccaro

Kyle Prem

Andrey Tsiporukha

Tal Cohen

Douglas Hamilton

Michael O'Rourke

Josep Puig Ruiz

Nick Ciubotariu

Diana Kafkes

Tai Cohen

Andrew Rooks

Eugenio Piazza

Edward Coughlin

Dynamic timers are determined using machine learning. The timers are used to control the amount of time that new data transaction requests wait before being processed by a data transaction processing system. The timers are adjusted based on changing conditions within the data transaction processing system. The dynamic timers may be determined using machine learning inference based on feature values calculated as a result of the changing conditions.

Systems and methods of determining dynamic timers using machine learning

A distributed computer system is provided. The distributed computer system includes at least one sequencer computing node and at least one matcher computing node. Electronic data messages are sequenced by the sequencer and sent to at least matcher computing node. The matcher computing node receives the electronic data messages and a reference value from an external computing source. New electronic data messages are put into a pending list before they can be acted upon by the matcher. A timer is started based on a comparison of the reference value (or a calculation based thereon) to at least one attribute or value of a new electronic data message. When the timer expires, the electronic data message is moved from the pending list to another list—where it is eligible to be matched against other, contra-side electronic data messages.

Delayed processing for electronic data messages in a distributed computer system

A distributed computer system is provided. The distributed computer system includes at least one sequencer computing node and at least one matcher computing node. Electronic data messages are sequenced by the sequencer and sent to at least matcher computing node. The matcher computing node receives the electronic data messages and a reference value from an external computing source. New electronic data messages are put into a pending list before they can be acted upon by the matcher. A timer is started based on a comparison of the reference value (or a calculation based thereon) to at least one attribute or value of a new electronic data message. When the timer expires, the electronic data message is moved from the pending list to another list&#x2014;where it is eligible to be matched against other, contra-side electronic data messages.

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New York, NY, United States of America

Andrew Oppenheimer