NVIDIA will acquire Mellanox after reaching a definitive agreement, uniting two high-profile companies in high-performance computing (HPC). With the addition of Mellanox, NVIDIA says, it will optimize data center-scale workloads across the entire computing, networking, and storage stack to achieve higher performance, greater utilization, and lower operating cost for customers.