Vijay Janapa Reddi 210f8b173d Adds new inference SVG diagrams and unifies background styles ...

Enhances the `inference` chapter with several new SVG diagrams, providing visual explanations for complex topics. These figures illustrate:
- Tensor, pipeline, and expert parallelism request routing
- Horizontal scaling with shard groups
- Global load balancing across multiple regions
- Edge caching strategies (hit/miss paths)
- Spot-aware traffic distribution

Updates the `inference.qmd` document to integrate these new diagrams, replacing previous textual and ASCII-art descriptions for improved clarity and presentation.

Applies a widespread style standardization to existing SVG diagrams, uniformly setting the main background fill color to `#fff` (pure white) and a consistent corner radius (`rx="4"`) for the primary canvas rectangle to enhance visual consistency throughout the book.

2026-03-03 19:29:27 -05:00

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