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Approximating Quantiles over Sliding Windows Srimathi Harinarayanan CMPS 565

Approximating Quantiles over Sliding Windows Srimathi Harinarayanan CMPS 565. 1. 1. 0. 0. 1. 0. 1. 1. 1. 0. 1. Streams Here, There, Everywhere!. Network Traffic Engineering. Call Record Analysis. Sensor Data Analysis. Medical, Financial Monitoring. Etc, etc, etc.

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589 views • 42 slides

Continuously Maintaining Quantile Summaries of the Most Recent N Elements over a Data Stream

Continuously Maintaining Quantile Summaries of the Most Recent N Elements over a Data Stream. Xuemin Lin, Hongjun Lu, Jian Xu, Jeffrey Xu Yu ICDE2004. Outline. motivation Problem definition Quantile Sketch Sliding window model n of N model Conclusion. Motivation.

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538 views • 30 slides

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5 quantile return - PowerPoint PPT Presentation

Approximating Quantiles over Sliding Windows Srimathi Harinarayanan CMPS 565

Continuously Maintaining Quantile Summaries of the Most Recent N Elements over a Data Stream