Developing High-Frequency Trading Systems: Learn how to implement high-frequency trading from scratch with C++ or Java basics (Paperback)
暫譯: 開發高頻交易系統:從零開始學習如何使用 C++ 或 Java 基礎實現高頻交易 (平裝本)
Donadio, Sebastien, Ghosh, Sourav, Rossier, Romain
- 出版商: Packt Publishing
- 出版日期: 2022-06-17
- 售價: $1,700
- 貴賓價: 9.5 折 $1,615
- 語言: 英文
- 頁數: 320
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1803242817
- ISBN-13: 9781803242811
-
相關分類:
C++ 程式語言
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相關主題
商品描述
Use your programming skills to create and optimize high-frequency trading systems in no time with Java, C++, and Python
Key Features:
- Learn how to build high-frequency trading systems with ultra-low latency
- Understand the critical components of a trading system
- Optimize your systems with high-level programming techniques
Book Description:
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.
What You Will Learn:
- Understand the architecture of high-frequency trading systems
- Boost system performance to achieve the lowest possible latency
- Leverage the power of Python programming, C++, and Java to build your trading systems
- Bypass your kernel and optimize your operating system
- Use static analysis to improve code development
- Use C++ templates and Java multithreading for ultra-low latency
- Apply your knowledge to cryptocurrency trading
Who this book is for:
This book is for software engineers, quantitative developers or researchers, and DevOps engineers who want to understand the technical side of high-frequency trading systems and the optimizations that are needed to achieve ultra-low latency systems. Prior experience working with C++ and Java will help you grasp the topics covered in this book more easily.
商品描述(中文翻譯)
利用您的程式設計技能,快速創建和優化高頻交易系統,使用 Java、C++ 和 Python
主要特點:
- 學習如何構建超低延遲的高頻交易系統
- 了解交易系統的關鍵組件
- 使用高級程式設計技術優化您的系統
書籍描述:
交易市場的世界是複雜的,但透過技術可以使其變得更簡單。當然,您知道如何編碼,但該從哪裡開始?使用哪種程式語言?如何解決延遲問題?這本書回答了所有這些問題。它將幫助您導航算法交易的世界,並展示如何從複雜的技術組件中構建高頻交易(HFT)系統,並以準確的數據為支持。
本書從高頻交易、交易所及交易系統的關鍵組件介紹開始,迅速進入優化硬體和操作系統以實現低延遲交易的細節,例如繞過核心、記憶體分配和上下文切換的危險。監控系統性能至關重要,因此您還將專注於日誌記錄和統計數據。隨著您超越傳統的 HFT 程式語言,如 C++ 和 Java,您將學習如何使用 Python 來實現高性能。而談到交易的書籍,怎能不深入探討加密貨幣呢?這本指南在這方面也有所涵蓋,教您如何自信地進行高頻加密交易。
在這本交易書的結尾,您將準備好以 HFT 系統迎接市場挑戰。
您將學到的內容:
- 了解高頻交易系統的架構
- 提升系統性能以實現最低延遲
- 利用 Python 程式設計、C++ 和 Java 構建您的交易系統
- 繞過核心並優化您的操作系統
- 使用靜態分析來改善代碼開發
- 使用 C++ 模板和 Java 多執行緒實現超低延遲
- 將您的知識應用於加密貨幣交易
本書適合誰:
本書適合希望了解高頻交易系統的技術面及實現超低延遲系統所需優化的軟體工程師、量化開發者或研究人員,以及 DevOps 工程師。具備 C++ 和 Java 的工作經驗將有助於您更輕鬆地掌握本書所涵蓋的主題。
目錄大綱
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. High Frequency FPGA and Crypto
目錄大綱(中文翻譯)
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. High Frequency FPGA and Crypto