We focus on intelligent systems software and innovative architecture to improve the design and implementation of computer systems in terms of performance, cost, reliability, and energy efficiency. The main research goal is to bridge the gap between emerging applications (e.g. big data analytics and machine learning applications) and new breed of powerful hardware such as SSDs, GPUs, and accelerators.