"Computing on Data Streams" Monika Rauch Henzinger, Prabhakar Raghavan, Sridar Rajagopalan Note #1998-011, May 8, 1998 In this paper we study the space requirement of algorithms that make only one (or a small number of) pass(es) over the input data. We study such algorithms under a model of data streams that we introduce here. We give a number of upper and lower bounds for problems stemming from query-processing, invoking in the process tools from the area of communication complexity.