cis6930fa11_MauveDB

cis6930fa11_MauveDB - MauveDB: Supporting Modelbased User...

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MauveDB: Supporting Model- based User Views in Database Systems Amol Deshpande Samuel Madden 1 Tuesday, September 6, 11
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mod el | ˈ mädl| noun a simplifed description, esp. a mathematical one, oF a system or process, to assist in calculations and predictions: a statistical model For predicting the survival rates oF endangered species. 2 Tuesday, September 6, 11
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Data that is Imprecise Error prone Incomplete Rudimentary database use by Scientists Need for models in DBs 3 Tuesday, September 6, 11
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Example: Wireless Sensor Networks Berkeley Motes Battery operated Radio Transmission of data Data Storage/Retrieval from DBMS Analysis on Matlab, R, etc. 4 Tuesday, September 6, 11
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Model-based Views 5 Tuesday, September 6, 11
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Advantages Allows for transparent changes Temporal biases removed Uniform Grid Based Approximation 6 Tuesday, September 6, 11
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MauveDB Supported Models Regression and Interpolation Dynamic probabilistic and linear dynamical systems 7 Tuesday, September 6, 11
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MauveDB System Architecture 8 Tuesday, September 6, 11
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MauveDB System Architecture 9 Tuesday, September 6, 11
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Query Processing Scan View Index View 10 Tuesday, September 6, 11
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View Defnition 11 Tuesday, September 6, 11
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Regression based View 12 Tuesday, September 6, 11
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Interpolation based View 13 Tuesday, September 6, 11
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This note was uploaded on 11/09/2011 for the course CIS 6930 taught by Professor Staff during the Fall '08 term at University of Florida.

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cis6930fa11_MauveDB - MauveDB: Supporting Modelbased User...

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