📖 Data Streams
Saturday, December 1, 2018 by dev
Data Streams
By:S. Muthukrishnan
Published on 2005-01-01 by Now Publishers Inc
In the data stream scenario, input arrives very rapidly and there is limited memory to store the input. Algorithms have to work with one or few passes over the data, space less than linear in the input size or time significantly less than the input size. In the past few years, a new theory has emerged for reasoning about algorithms that work within these constraints on space, time, and number of passes. Some of the methods rely on metric embeddings, pseudo-random computations, sparse approximation theory and communication complexity. The applications for this scenario include IP network traffic analysis, mining text message streams and processing massive data sets in general. Researchers in Theoretical Computer Science, Databases, IP Networking and Computer Systems are working on the data stream challenges
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Book ID of Data Streams's Books is 415loiMd_c0C, Book which was written byS. Muthukrishnanhave ETAG "7djmKbD0gFo"
Book which was published by Now Publishers Inc since 2005-01-01 have ISBNs, ISBN 13 Code is 9781933019147 and ISBN 10 Code is 193301914X
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