This document discusses accelerating hardware innovation through technology like Apache Storm to address challenges like globally distributed mixed infrastructures, large-scale parametric searches of over 300 million components, analyzing large semi-structured technical documentation, and graph learning from electronic schematic data to solve open problems in search and computational advertising.