These two volumes are the Proceedings of the first special interest
meeting instigated and organized by the joint Technical Section and
College in Applied Probability of ORSA and THlS. This meeting, which
took place January 5-7, 1981 at Florida Atlantic University in Boca
Raton, Florida, had the same name as these Proceedings: Applied
Probability-Computer Science, the Interface. The goal of that conference
was to achieve a meeting of, and a cross fertilization between, two
groups of researchers who, from different starting points, had come to
work on similar problems, often developing similar methodologies and
tools. One of these groups are the applied probabilists, many of whom
consider their field an offspring of mathematics, and who find their
motivation in many areas of application. The other is that group of
computer scientists who, over the years, have found an increasing need
in their work for the use of probabilistic models. The most visible area
of common methodology between these two groups is networks of queues,
Hhich by itself could have been the theme of an entire conference.
FunctionQl areas which are, or are becoming, sources of exciting
problems are computer performance analysis, data base analysis, analysis
of communication protocols, data networks, and mixed voice-data
telephone networks. The reader can add to this list by going through the
papers in these Proceedings.