Book Image

Developing High-Frequency Trading Systems

By : Sebastien Donadio, Sourav Ghosh, Romain Rossier
5 (1)
Book Image

Developing High-Frequency Trading Systems

5 (1)
By: Sebastien Donadio, Sourav Ghosh, Romain Rossier

Overview of this book

The world of trading markets is complex, but it can be made easier with technology. Sure, you know how to code, but where do you start? What programming language do you use? How do you solve the problem of latency? This book answers all these questions. It will help you navigate the world of algorithmic trading and show you how to build a high-frequency trading (HFT) system from complex technological components, supported by accurate data. Starting off with an introduction to HFT, exchanges, and the critical components of a trading system, this book quickly moves on to the nitty-gritty of optimizing hardware and your operating system for low-latency trading, such as bypassing the kernel, memory allocation, and the danger of context switching. Monitoring your system’s performance is vital, so you’ll also focus on logging and statistics. As you move beyond the traditional HFT programming languages, such as C++ and Java, you’ll learn how to use Python to achieve high levels of performance. And what book on trading is complete without diving into cryptocurrency? This guide delivers on that front as well, teaching how to perform high-frequency crypto trading with confidence. By the end of this trading book, you’ll be ready to take on the markets with HFT systems.
Table of Contents (16 chapters)
1
Part 1: Trading Strategies, Trading Systems, and Exchanges
5
Part 2: How to Architect a High-Frequency Trading System
10
Part 3: Implementation of a High-Frequency Trading System

Templates reducing the runtime

In this section, we will continue our discussion on removing or minimizing runtime decisions on the critical or hot path by introducing another important C++ feature. We will discuss what templates are, the motivation for using them, their advantages and disadvantages, and their performance relative to the alternatives.

What are templates?

Templates are the C++ mechanism to implement generic functions and classes. Generic programming is when generic types are used as arguments in algorithms and classes for compatibility with different data types. This eliminates code duplication and the need to repeatedly write similar or shared code that is independent of data type. Templates not only work with different data types, but based on what different types are needed at compile time, the source code for the classes and methods for those data types is generated automatically at compile time, just as with C macros. Unlike macros, however, the compiler...