Revision advice for Design Document - Architecture, version1

[Zhuifeng414]

Great job on creating this design document! It shows a clear understanding of the system and provides a comprehensive overview of the project's architecture.

The following is advice for further improvement:

1. Please provide a high-level description of your system first. (0.5)

2. It is recommended to use a consistent notation throughout the document to improve clarity and ease of understanding. Please start each section with a number and sub-sections with sub-numbers (e.g., 1.1, 1.2). Also, label each diagram with a notation (e.g., Figure 1: class diagram) and provide a caption to explain the contents.(0.5)

3. Please provide a description of the algorithm. (1.5)

• Provide a detailed description of the process for obtaining and storing the following data: stock price, market capitalization, historical returns, the volume of historical trades, alpha (excess return), beta (volatility), and any other quantitative data.

• Explain which type of machine learning you will use and why it is chosen for this project.

• Describe how you will ensure the real-time capability of your algorithm, including your strategy for updating the machine learning model.