Design a System for Large-Scale Graph Processing

Design a system that can process and analyze large-scale graphs with billions of nodes and edges. Focus on strategies for graph partitioning and distribution, efficient storage and retrieval of graph data, and how to implement distributed graph algorithms for various analytics tasks.