Since obtaining his Ph.D. degree at the age of 22, Peter Bickel’s fifty years of distinguished work spans the revolution of scientific computing and data collection, from vacuum tubes for processing and small experimental data to today’s supercomputing and automated massive data scanning. The evolution of scientific computing and data collection has a profound impact on statistical thinking, methodological developments, and theoretical studies, thus creating evolving frontiers of statistics.