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

Using the OS for HFT systems

Any HFT software runs on top of an OS. The OS is an abstraction on top of the hardware, hiding the details of how to launch executables, manage memory, and access devices. One of the techniques used to reduce latency is to break this abstraction where appropriate and interact directly with the hardware. These applications interface between the users (programmers) and hardware.

The OS has several main functionalities, including the following:

  • Abstracting access to hardware resources
  • Process scheduling
  • Memory management
  • A means of storing and accessing data
  • A means of communicating with other computers
  • Interruption management

For HFT systems, the main critical functionality is process scheduling. We will describe in detail what the process of scheduling tasks is in the following sections.

User space and kernel space

The heart of the OS is its kernel. The kernel is a highly privileged chunk of code that sits between...