Shares of Marvell Technology (NASDAQ: MRVL) surged more than 20% at the open on Tuesday, setting a fresh all-time high and bringing its year-to-date gain to 211%.

The dramatic move followed strong public support from Nvidia's CEO, Jensen Huang, at the Computex trade show in Taipei. Huang highlighted Marvell as a potential "next trillion-dollar company," bringing the strategic partnership between the two firms into sharp focus.

Huang directly linked Marvell's pivotal role in AI data center connectivity to the explosive growth in demand for AI computing power. He also disclosed that Nvidia has made a strategic investment in Marvell.

In response, Marvell's CEO, Matt Murphy, noted the stock's strong performance since Nvidia's investment, stating, "Thanks, Jensen. Just keep buying."

The joint appearance by the two CEOs reinforced the perception of a deep, strategic tie-up between Nvidia and Marvell in data center infrastructure. It has also raised market expectations for the extent of Marvell's potential gains from the current AI supercomputing cycle.