Research Gaps & Additional Topics

[wangkanai]

🔬 Emerging Technologies Research

1. WebAssembly (WASM) Graphics
   - .NET 9.0 WASM performance characteristics for graphics
   - Browser-based image processing pipelines
   - Memory constraints and optimization strategies
2. Machine Learning Integration
   - ONNX Runtime integration for image enhancement
   - Real-time AI-powered filters and effects
   - Edge deployment of ML models for graphics
3. WebGPU Support
   - Preparation for WebGPU adoption in browsers
   - Cross-platform shader compilation targets
   - Performance comparison with current GPU frameworks

⚡ Performance Research Areas

4. ARM64 Optimization
   - Apple Silicon and ARM server performance characteristics
   - NEON SIMD instruction optimization
   - Power efficiency considerations
5. Real-time Processing
   - Low-latency streaming protocols
   - Frame rate optimization techniques
   - Memory bandwidth optimization

🌐 Integration Research

6. Cloud-Native Patterns
   - Serverless graphics processing (Azure Functions, AWS Lambda)
   - Container optimization for graphics workloads
   - CDN integration for processed images
7. Security & Privacy
   - Image watermarking and DRM techniques
   - Privacy-preserving image processing
   - Secure multi-tenant processing architectures

📱 Platform-Specific Research

8. Mobile Graphics
   - .NET MAUI graphics performance optimization
   - Battery-efficient processing strategies
   - Platform-specific hardware acceleration
9. Browser Integration
   - Progressive Web App graphics capabilities
   - Service Worker image processing
   - IndexedDB for client-side caching

🔧 Implementation Research

10. Code Generation
    - Source generators for graphics pipelines
    - Compile-time shader optimization
    - Performance-critical hot path generation