1. Super Micro Computer, Inc. saw a surge of up to 20% after regaining Nasdaq compliance and submitting strong earnings results; 2. The stock's gains retreated on Thursday due to delayed accounting and short reports; 3. Despite the recent volatility, the company has a strong growth outlook and is trading at a discount, with Seeking Alpha's Quant System rating it as a Hold.