SAL’s research focus is a novel computer architecture for future AI computing and Cloud/IoT platforms. Its topics include Distributed Hardware System, GP-GPU, Neural Processing Unit, Memory sub-system, and Reliability. These are the critical aspects to scale up/out existing computers to deal with massive data in the era of Artificial Intelligence and Machine Learning.