6. Technical Specifications

This chapter provides detailed technical specifications for the Neural Snake AI system, including deployment requirements and API integration guidelines.

System Requirements

  1. Hardware Requirements

    • CPU: Multi-core processor (4+ cores recommended)

    • RAM: 8GB minimum, 16GB recommended

    • GPU: WebGL 2.0 compatible graphics card

    • Storage: 1GB available space

  2. Software Requirements

    • Operating System: Windows 10+, macOS 10.15+, or Linux

    • Browser: Chrome 80+, Firefox 75+, Safari 13+

    • Node.js: v14.0.0 or higher

    • NPM: v6.0.0 or higher

  3. Network Requirements

    • Bandwidth: 5Mbps minimum

    • Latency: <100ms recommended

    • Stable internet connection

Development Environment

  1. Development Tools

    {
      "devDependencies": {
        "typescript": "^4.5.0",
        "webpack": "^5.65.0",
        "babel": "^7.16.0",
        "jest": "^27.4.0",
        "eslint": "^8.4.0",
        "prettier": "^2.5.0"
      }
    }
  2. Build Configuration

    // webpack.config.js
    module.exports = {
      entry: './src/index.ts',
      output: {
        path: path.resolve(__dirname, 'dist'),
        filename: 'bundle.js'
      },
      module: {
        rules: [
          {
            test: /\.tsx?$/,
            use: 'ts-loader',
            exclude: /node_modules/
          }
        ]
      },
      resolve: {
        extensions: ['.tsx', '.ts', '.js']
      }
    };

Performance Benchmarks

  1. Response Time Targets

    • Page Load: <2 seconds

    • Game Initialization: <1 second

    • Move Response: <50ms

    • Neural Network Update: <100ms

  2. Resource Usage

    • CPU Usage: <30% average

    • Memory Usage: <500MB

    • GPU Usage: <40% for 3D rendering

    • Network Traffic: <50MB/hour

  3. Scalability Metrics

    • Concurrent Users: 10,000+

    • Transaction Processing: 1000 TPS

    • Data Storage: 1TB+

    • API Requests: 100,000 requests/day

Security Standards

  1. Authentication

    • JWT-based authentication

    • OAuth 2.0 support

    • Multi-factor authentication option

  2. Data Protection

    • AES-256 encryption for sensitive data

    • HTTPS/TLS 1.3

    • Regular security audits

  3. Compliance

    • GDPR compliance

    • CCPA compliance

    • COPPA compliance

The following sections provide detailed deployment requirements and API integration guidelines.