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You're reading from  C++ High Performance for Financial Systems

Product typeBook
Published inMar 2024
PublisherPackt
ISBN-139781805124528
Edition1st Edition
Concepts
Application Development
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Author (1)
Ariel Silahian
Ariel Silahian
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Ariel Silahian

Ariel Silahian is a seasoned software engineer with over 20 years of experience in the industry. With a strong background in C++ and .NET C#, Ariel has honed his technical skills to deliver successful projects for a range of financial institutions, including banks and financial trading companies, both domestically and internationally. Thanks to his passion for high-frequency and electronic trading systems he has developed a deep understanding of financial markets, resulting in his proven track record in delivering top-performing systems from scratch. He has also worked on other critical systems such as monitoring systems, machine learning research, and management decision tree systems, and has received recognition for his exceptional work.
Read more about Ariel Silahian

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ML for order execution optimization

The financial world has always been a complex domain where precision, timing, and strategy are paramount. With the evolution of technology, it has become even more intricate, with electronic trading platforms, algorithmic trading strategies, and HFT systems. Amid this complexity, the need for efficient order execution has become more pronounced. Order execution is not just about placing a trade; it’s about how the trade is placed when it’s placed, and at what price it’s executed. In this context, ML, with its ability to analyze vast amounts of data and predict outcomes, offers a promising solution for order execution optimization.

Why use ML for order execution optimization?

The following are some reasons for using ML for order execution optimization:

  • Adaptive learning in dynamic markets: Financial markets are not static; they are in a constant state of flux. Prices fluctuate, market conditions change, and new information...
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C++ High Performance for Financial Systems
Published in: Mar 2024Publisher: PacktISBN-13: 9781805124528
© 2024 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Ariel Silahian

Ariel Silahian is a seasoned software engineer with over 20 years of experience in the industry. With a strong background in C++ and .NET C#, Ariel has honed his technical skills to deliver successful projects for a range of financial institutions, including banks and financial trading companies, both domestically and internationally. Thanks to his passion for high-frequency and electronic trading systems he has developed a deep understanding of financial markets, resulting in his proven track record in delivering top-performing systems from scratch. He has also worked on other critical systems such as monitoring systems, machine learning research, and management decision tree systems, and has received recognition for his exceptional work.
Read more about Ariel Silahian

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