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 and Rust to achieve high levels of performance. And what book on trading is complete without diving into cryptocurrencies? You will learn how to perform high-frequency crypto trading with confidence. Wondering how to embrace generative AI? This guide delivers on that front as well.

By the end of this trading book, you’ll be ready to take on the markets with HFT systems.

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Spis treści

Developing High-Frequency Trading Systems. Learn how to implement high-frequency trading from scratch with C++, Java, Python or Rust - Second Edition eBook -- spis treści

• 1. Fundamentals of a High-Frequency Trading System
• 2. The Critical Components of a Trading System
• 3. Understanding the Trading Exchange Dynamics
• 4. HFT System Foundations - From Hardware to OS
• 5. Networking in Motion
• 6. HFT Optimization - Architecture and Operating System
• 7. HFT Optimization - Logging, Performance, and Networking
• 8. C++ - The Quest for Microsecond Latency
• 9. Java and JVM for Low-Latency Systems
• 10. Python - Interpreted but Open to High Performance
• 11. Rust - Performance, Safety and Speed at Scale
• 12. High Frequency FPGA and Crypto
• 13. HFTand Generative AI