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

Product typeBook
Published inMar 2024
PublisherPackt
ISBN-139781805124528
Edition1st Edition
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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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Branch prediction and its impact on performance

Modern processors use branch prediction to guess the outcome of conditional operations (branches) before they are executed, allowing the CPU to preload instructions and maintain pipeline efficiency. When the CPU encounters a branch, such as an if statement or loop, it must decide which set of instructions to execute next. Incorrect predictions lead to pipeline flushes, where preloaded instructions are discarded, causing the CPU to idle while the correct instructions are fetched, significantly impacting performance.

The efficiency of branch prediction depends on the predictability of the code’s branching behavior. Predictable patterns allow the CPU’s branch predictor to make accurate guesses, minimizing stalls and maintaining high execution throughput. Conversely, unpredictable patterns can lead to frequent mispredictions, increased pipeline flushes, and reduced performance.

Optimizing code for branch prediction involves...

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C++ High Performance for Financial Systems
Published in: Mar 2024Publisher: PacktISBN-13: 9781805124528

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