This document describes an online system called OncoGenomics Explorer for analyzing multi-dimensional cancer genomics and clinical data. It contains the world's largest unified database of over 20,000 cancer samples and 300 cancer types. The system harnesses petabyte-scale heterogeneous cancer data to enable knowledge-based decisions for clinical trial recruitment and drug repositioning through intuitive analysis tools and visualization of gene correlations with clinical outcomes.