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

General order book and matching engine

Millions of investors and traders make up the total market, all of whom may have various opinions on the worth of a particular stock and, as a result, the price at which they are willing to purchase or sell it. Over the course of a trading day, the thousands of transactions that occur when these investors and traders transform their intentions into actions by buying and/or selling a stock generate minute-by-minute gyrations in it.

A stock exchange provides a platform for this type of trading by connecting buyers and sellers of equities. A stockbroker is required for the typical person to have access to these markets. This stockbroker serves as a go-between for the buyer and the seller.

Initially, matching buyers and sellers of stocks on an exchange was done manually, but computerized trading systems are now being used more frequently. The open outcry system, in which dealers utilized verbal and hand-signal communication to purchase and sell...