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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

Strategy making decisions on when to trade

The trading strategy is the system's brain. This is where we will put our algorithm that represents our trading concept into action. Let's take a look at the diagram:

Figure 2.7 – Trading strategy receiving data from the book builder to make a decision on when to trade

The diagram shows that the trading strategy is divided into two main components, signal and execution:

  • The signal component of this strategy only focuses on generating signals. However, having the intention (a signal) does not guarantee you will get the liquidity you are interested in. For instance, in HFT, it is highly likely your orders will be rejected because of the speed of your trading.
  • The execution part of the strategy will take care of handling the response from the market. This part decides what to do for any responses from the market. For instance, what should happen when the order is rejected? You should continue...
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