Supercomputing on spacecraft: data processing requirements in the Solar Terrestrial Probe line M. Rilee, S. Curtis, B. Farrell, A. Figueroa-Vinas, J. Houser, M. Kaiser, and M. Reiner Presented at Supercomputing '98, 981109-13, Orlando, Fl. NASA--Remote Exploration and Experimentation NASA's Remote Exploration and Experimentation project is developing a prototype flight computer using scalable supercomputing technology. NASA's Solar-Terrestrial Probe (STP) Line is a series of missions designed to return information about specific physical phenomena that connect the dynamics of the Sun to the dynamics of the space environment throughout the Solar System. Radio Interferometry In one modest concept a space-based radiowave interferometric array of 128 spacecraft produces about 6MB of data a second per observation. Data from each pair of spacecraft must be crosscorrelated, rudimentary images must be formed, and scientifically relevant information extracted and sent to Earth. These computations can require ~30 GFLOPS per observation to meet real-time mission requirements. In this poster presentation we will analyze the computational and communication requirements of prototypical space plasma applications. We will compare their performance on a high end machine, the Cray T3E, and a Beowulf class machine, theHIVE, at NASA/GSFC.