Research
Advancing data systems and analytics that enable scalable insights, intelligent applications, and scientific discovery.
Think about supercomputers of the recent past. Just 15 years ago, supercomputers were rare and exotic machines. Government laboratories in the United States and Japan spent hundreds of millions of dollars on custom computing rigs…
Divide-and-conquer is a natural computational paradigm for approaching Big Data problems, particularly given recent developments in distributed and parallel computing, but some interesting challenges arise when applying divide-and-conquer algorithms to statistical inference problems. One interesting…
Computer science is undergoing a fundamental change. Over the last 40 years the field was concerned with making computers useful. Focus was on programming languages, compilers, operating systems, data structures and algorithms. These are still…