| Document Date: 2009-03-29 23:59:19
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City S KETCH / / Company IBM / Spaceefficiency / ORACLE / / / IndustryTerm cell processors / dot products / natural solution / recent space-constrained devices / estimated dot products / estimated dot-product / stream clustering algorithm / infinite-space clustering algorithm / dot-product / approximate dot-products / stream clustering algorithms / dot product / sketch-based clustering algorithm / infinite-space algorithm / infinitespace algorithm / estimated dot product / modest desktop hardware / desktop systems / infinitespace clustering algorithm / sensor hardware / approximate dot product / dot-products / massivedomain algorithm / / MarketIndex Set 2500 / / NaturalFeature Algorithm CSketch(Labeled Data Stream / / OperatingSystem Windows XP Professional / / Organization Clustering Massive-Domain Data Streams Charu C. Aggarwal IBM T. J. Watson Research Center / U.S. Securities and Exchange Commission / / Product Pd / / ProgrammingLanguage C / Visual C++ / / Technology massivedomain algorithm / stream clustering algorithms / CSketch clustering algorithm / stream clustering algorithm / 1 1 0.9 0.9 0.8 CSKETCH ALGORITHM / oracle algorithm / 2500 2000 CSKETCH ALGORITHM / infinitespace algorithm / 2500 CSKETCH ALGORITHM / cell processors / implementing stream clustering algorithms / CSketch algorithm / 0.8 0.7 CSKETCH ALGORITHM / clustering algorithm / underlying algorithms / sketch-based clustering algorithm / infinite-space algorithm / caching / operating system / infinitespace clustering algorithm / 0.8 CSKETCH ALGORITHM / mobile devices / infinite-space clustering algorithm / /
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A Framework for Clustering Massive-Domain Data Streams Charu C. Aggarwal IBM T. J. Watson Research Center 19 Skyline Drive, Hawthorne, NY, USA [removed]