Super Micro Computer stock surged 10% to $36.45 on Monday due to positive analyst coverage and AI hardware upgrades. NVIDIA's upcoming CES keynote and new AI processors are expected to boost demand and revenue for Super Micro products, contributing to the semiconductor sector's overall growth.