Big Data Analytics
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A Comparison of Data Science Systems.
[PPT]
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Can Parallel Database Systems Help Big Data Analytics?
Parallel DBMSs (row, column, array) vs Hadoop (MapReduce, Spark)
keynote at DEXA 2017 conference
[PPT]
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Algorithms and Optimizations for Big Data Analytics: Cubes.
[PPT]
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Database Systems Research on Large-Scale Data Mining: SQL vs MapReduce.
(outdated) tutorial at SIGMOD 2010 Conference,
[PPT]
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Computing the Gamma Matrix for Data Summarization in a Parallel System (parallel DBMS vs Spark).
[PPT]
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Comparing Columnar, Row and Array DBMSs for Recursive Query Evaluation to Analyze Large Graphs.
[PPT]
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Integrating the R Language Runtime System with a Data Stream Warehouse.
Research while visiting ATT
[PPT]
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Stream Analytics.
overview, does not talk about ATT work
[PPT]
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Parallel Systems to Compute Deep Neural Networks.
[PPT]
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Green Analytics.
[PPT]
Machine Learning and Statistical Models
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Integrating Statistical Models and Database Systems.
old
[PPT]
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Medical Data Mining.
mainly cubes and association rules
[PPT]
Summary, Overview
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Micro presentation.
5 minutes,
[PPT]
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Short presentation
10 minutes,
[PPT]
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