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FlashGraph is an SSD-based semi-external memory graph processing engine, and is optimized for a high-speed SSD array. It enables us to process a billion-node graph in a single machine and has performance comparable to or exceed in-memory graph engines such as PowerGraph. It also has very short loading time.