“The importance of Big Data processing is steadily growing. Numerous large-scale problems that represent social, physical, or financial interactions are most naturally modeled with graph representations. Such graphs requiring the processing and storage of billions of vertices and graph edges, high-performance graph computations to process them efficiently. The Graph500 list encourages the development of such large-scale high-performance graph processing systems and offers a forum to showcase and discuss the performance of various solutions.”