The rest of the paper is organized as follows. Section 2 describes the relevant architectural features of BG/Q and P7-IH to make the paper self-contained. We explore the network optimizations and programming abstraction for graph analytics in Section 3, followed by a network performance evaluation in Section 4. We study the