Graphics specialist NVIDIA on Monday announced it is acquiring Mellanox, a maker of high performance computing (HPC) chips, for $125 per share in cash. That values the deal at around $6.9 billion, making this NVIDIA’s biggest transaction since it was founded two and a half decades ago.

Mellanox is a major player in the data center space.