Algorithmic Trading Systems and Strategies: A New Approach : Design, Build, and Maintain an Effective Strategy Search Mechanism / by Viktoria Dolzhenko.

Format:

Book

Author/Creator:

Dolzhenko, Viktoria, author.

Language:

English

Subjects (All):

Computer science.

Computer Science.

Local Subjects:

Computer Science.

Physical Description:

1 online resource (452 pages)

Edition:

1st ed. 2024.

Place of Publication:

Berkeley, CA : Apress : Imprint: Apress, 2024.

Summary:

Design and develop a complex trading system from idea to operation. Old approaches were based on manually searching for strategy ideas. This book shows you how to create a system that will generate, optimize, and launch profitable strategies into a fully automatic mode. Imagine a system that only requires access to the Internet and electricity from a trader. This book describes the architecture and features of such a system and provides recommendations for further development. Most books cover only the implementation stage and overlook the design and maintenance of these systems. Here, you’ll walk through the entire process of creating a complex, scalable and easily supported system. For example, you’ll design an application based on microservice architecture and learn about development environments. You’ll also examine the advantages of horizontal scaling in the context of creating trading systems. Along the way, you’ll set up Kubernetes, connect the monitoring system. and understand the intricacies of continuous integration and continuous delivery. Testing and identifying only dozens of strategies is a thing of the past. Algorithmic Trading Systems and Strategies: A New Approach shows you how to analyze thousands in the same amount of time. .

Contents:

1. Popular Approaches

2.Introduction to Developing Trading Systems

3.Architectural Solution. - 4. Services and Subsystems

5. Technology Stack and Libraries

6. Optimization Algorithms

7. Implementation of Optimization Algorithms

8. Implementation of Core Modules

9. Approaches to Final implementation.

Notes:

Includes index.

Other Format:

Print version: Dolzhenko, Viktoria Algorithmic Trading Systems and Strategies: a New Approach

ISBN:

9798868803574

OCLC:

1444158447