Design a Large-Scale Graph Processing System

Architect a system optimized for processing and analyzing large graph datasets, capable of handling complex operations like pathfinding, community detection, and network analysis. This system should support distributed computing to scale with the size of the graph data, ensuring efficient processing of billions of nodes and edges. It's crucial for enabling insights into social networks, biological networks, and knowledge graphs, requiring robustness, scalability, and high-performance computing capabilities.