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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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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

Understanding the packet life cycle

In the Learning about network conceptual models section, we explained that to optimize the communication between the exchange and trading systems, we will use copper or optical wire. This wire is connected to the NIC. This wire will transport the packets containing market data from the exchange and orders going to the exchange.

We first need to discuss which message we are passing on this wire. This section will use the FIX protocol we defined in this chapter. Let's consider the following example of a FIX message:

8=FIX.4.2|9=95|35=X|34=5|49=NYSE|52=20160617-23:12:05.551|56=TRADSYS|268=1|279=1|269=1|270=110|271=5|37=9|10=209|.

This FIX message will be the payload of the packet shown in Figure 5.18.

The packet has two main parts. The headers contain information for each layer of the OSI model and a payload containing the FIX message, as shown here:

Figure 5.18 – Packet headers

The Ethernet layer...

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