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In computer science, streaming algorithms are algorithms for processing data streams in which the input is presented as a sequence of items and can be examined in only a few passes. In most models, these algorithms have access to limited memory. They may also have limited processing time per item.
These constraints may mean that an algorithm produces an approximate answer based on a summary or "sketch" of the data stream.