When I think about stocks with millionaire-maker potential, I typically envision fast-growing companies with small valuations -- two characteristics Super Micro Computer (NASDAQ: SMCI) has in spades.

Super Micro Computer (NASDAQ: SMCI) shareholders have been through a whirlwind lately. While the stock is up 1,480% in the last two years, it has also fallen over 70% from its record high in the last eight months.

Super Micro Computer (NASDAQ:SMCI) jumped over 78% this week after the artificial intelligence server maker appointed BDO USA as its new independent auditor and submitted a compliance plan with the Nasdaq.