With next-generation sequencing and other high-throughput technologies revolutionizing life sciences and health care research, data processing and interpretation, rather than data production, has become the major limiting factor for discovery and innovation. Large genomics centers, and increasingly smaller research labs, are facing significant data analysis challenges.