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Company Prentice-Hall / New York Stock Exchange Inc. / Pulse / AMD / J. Comp. / / / Facility Jennie Rogers Brown University / / IndustryTerm offline historical processing / query processing plan / Historical processing scales / Historical aggregate processing throughput comparison / segmentation algorithms / continuoustime processing / filter operator / predictive and historical processing / tuple-based processing / predictive processing / segment-based processing / actual stream processing engine / intermediate operator / query processing techniques / online segmentation-based algorithm / query operators / query processing / query processing pipeline / database systems / false negatives / historical processing performance / simplified query processing / continuous-time processing mechanism / range search / high-volume relational data stream processing / lower processing overheads / road networks / regular stream processing operators / use other stream processors / predictive processing scenario / data management applications / stream processing engine / actual stream processing engine prototype / dist initial operators / online predictive processing / resource management / similarity search / equation systems / delta processing techniques / range solutions / continuous-time processing strategy / stateful query processing / regular processing / stream processors / segment processing technique reaches / continuous-time data processing / financial trading applications / stream processing system / sensordriven query processing / segment processing / spatiotemporal query processing / run-time solution / declarative model specification / online predictive processing scenario / problem operator / Continuous-time and discrete processing overhead comparison / basic stream processing operators / selective and aggregate operator / historical processing / continuoustime processor / false positives / simultaneous equation systems / aggregate operator / canonical continuous-time stream applications / online algorithm / mining / computing / continuous query processing / continuous-time processor / low processing latencies / numerical algorithms / high-throughput stream processing / tuple processing / linear systems / stream processing / stream processor / stream processing engine prototype / / MusicAlbum High / / NaturalFeature Borealis stream / / OperatingSystem Linux / / Organization National Science Foundation / Brown University / US Federal Reserve / U.S. Coast Guard Navigation Center / / Person John Jannotti / Stan Zdonik / Olga Papaemmanouil / Jennie Rogers / / Position Coast Guard / General / head / / ProgrammingLanguage C++ / / ProvinceOrState S.d / / Technology online algorithm / RAM / stream processors / Candidates processor / Automatic Identification System / continuous-time processor / relational database / Linux / continuoustime processor / data processor / random access / segmentation algorithms / Borealis stream processor / data modeling / stream processor / online segmentation-based algorithm / / URL http /
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Simultaneous Equation Systems for Query Processing on Continuous-Time Data Streams Yanif Ahmad, Olga Papaemmanouil, U˘gur C¸etintemel, Jennie Rogers Brown University {yna, olga, ugur, jennie}@cs.brown.edu Abstract— W