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Developing High-Frequency Trading Systems

You're reading from   Developing High-Frequency Trading Systems Learn how to implement high-frequency trading from scratch with C++ or Java basics

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Product type Paperback
Published in Jun 2022
Publisher Packt
ISBN-13 9781803242811
Length 320 pages
Edition 1st Edition
Languages
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Authors (3):
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Sebastien Donadio Sebastien Donadio
Author Profile Icon Sebastien Donadio
Sebastien Donadio
Sourav Ghosh Sourav Ghosh
Author Profile Icon Sourav Ghosh
Sourav Ghosh
Romain Rossier Romain Rossier
Author Profile Icon Romain Rossier
Romain Rossier
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Toc

Table of Contents (16) Chapters Close

Preface 1. Part 1: Trading Strategies, Trading Systems, and Exchanges
2. Chapter 1: Fundamentals of a High-Frequency Trading System FREE CHAPTER 3. Chapter 2: The Critical Components of a Trading System 4. Chapter 3: Understanding the Trading Exchange Dynamics 5. Part 2: How to Architect a High-Frequency Trading System
6. Chapter 4: HFT System Foundations – From Hardware to OS 7. Chapter 5: Networking in Motion 8. Chapter 6: HFT Optimization – Architecture and Operating System 9. Chapter 7: HFT Optimization – Logging, Performance, and Networking 10. Part 3: Implementation of a High-Frequency Trading System
11. Chapter 8: C++ – The Quest for Microsecond Latency 12. Chapter 9: Java and JVM for Low-Latency Systems 13. Chapter 10: Python – Interpreted but Open to High Performance 14. Chapter 11: High-Frequency FPGA and Crypto 15. Other Books You May Enjoy

Learning about memory-mapped files

In this section, we will discuss memory-mapped files, which are a neat abstraction that most modern OSs provide and have some benefits in terms of ease of use, ease of sharing between threads and/or processes, and performance compared to regular files. Due to their improved performance, they are used in HFT ecosystems, which we will discuss in the Applications of memory-mapped files section, after we investigate what they are and their benefits and drawbacks.

What are memory-mapped files?

A memory-mapped file is a mirror of a portion (or all) of a file on disk that is held in virtual memory. It has a byte-for-byte mapping in virtual memory corresponding to a file on disk, or a device, or shared memory, or anything that can be referenced through a file descriptor in UNIX/Linux-based OSs. Due to the mapping between the physical file and the memory space associated with it, it allows applications consisting of multiple threads/processes to read...

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