Parrot Trade
  • Parrot Trade
  • Introduction
  • Background of the project
  • Project Overview
  • Technical Overview
  • Technical architecture overview
  • Core functions and features
  • Data collection and preprocessing
  • Data cleaning and denoising
  • Data standardization and normalization
  • Data transformation and feature engineering
  • AI intelligent learning and training model
  • Neural network model architecture
  • Supervised and unsupervised learning algorithms
  • Model evaluation and optimization strategies
  • Intelligent Trading Strategy
  • Risk Management and Money Management
  • Real-time decision-making and trade execution
  • Technical implementation and system architecture
  • Data storage and processing
  • Real-time data stream processing
  • Distributed computing and high availability
  • Security and Privacy Protection
  • Development Roadmap
  • Commercial Application and Value
  • Conclusion and Outlook
  • Appendix
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Technical architecture overview

The technical architecture of the Parrot platform is designed to support its intelligent digital currency quantitative trading services. The following is a brief overview outlining the technical architecture of the Parrot platform:

  1. Front-end application layer:

    • The user interface part provides an interface for user interaction, including web pages and mobile applications. Users can register, log in, set up transactions, view transaction history and other operations through the front-end application layer.

  2. Backend service layer:

    • Services including business logic processing, data processing, transaction execution and other functions. The back-end service layer is responsible for processing user requests, calling corresponding algorithms and models for data processing and transaction decisions, and returning the results to the front-end application layer.

  3. Algorithm and model layer:

    • Including quantitative trading algorithms, artificial intelligence models, etc. This layer is responsible for realizing intelligent trading decisions and generating trading signals and execution strategies based on market data and user-set parameters.

  4. Transaction execution layer:

    • The functional module responsible for actually executing transactions. The transaction execution layer interacts with the API interface of the digital currency exchange, executes the transaction instructions issued by the user, and returns the transaction results to the back-end service layer.

  5. Data storage and management:

    • Including the storage and management of user information, transaction data, market data and other data. Data storage and management are responsible for storing users' transaction history, market data, etc. into the database, and providing corresponding data query and management functions.

  6. Security and monitoring layer:

    • Responsible for system security protection and monitoring. The security and monitoring layer includes user identity authentication, transaction data encryption, abnormality monitoring and other functions to ensure the security and stability of the system.

  7. Third-party service integration layer:

    • Optional integration of third-party services, such as payment services, notification services, etc. The Parrot platform can enrich its functions by integrating third-party services and provide more comprehensive services.

The technical architecture of the Parrot platform is a layered architecture. Each layer has clear functions and responsibilities. Through collaboration and interaction between each layer, intelligent digital currency quantitative trading services are realized.

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Last updated 1 year ago