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Data Streams: Algorithms and Applications (Foundations and Trends in Theoretical Computer Science,)

S. Muthukrishnan




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 | #3275396 in Books |  Now Publishers Inc |  2005-01-10 | Original language:English | PDF # 1 |  9.21 x.29 x6.14l,.44 | File type: PDF | 136 pages

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||10 of 10 people found the following review helpful.| An accessible, but too short, survey of an important area|By Eugene Kirpichov|The book lists a fair number of important problems in the rapidly developing area of data stream algorithms (algorithms for processing huge amounts of data in one or more passes without ever loading the entire dataset into memory, for example network traffic or webpage hits). Every problem is explai

Data stream algorithms as an active research agenda emerged only over the past few years, even though the concept of making few passes over the data for performing computations has been around since the early days of Automata Theory. The data stream agenda now pervades many branches of Computer Science including databases, networking, knowledge discovery and data mining, and hardware systems. Industry is in synch too, with Data Stream Management Systems (DSMSs) and speci...

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