Big Data Analytics

Can Parallel Database Systems Help Big Data Analytics?
Parallel DBMSs (row, column, array) vs Hadoop (MapReduce, Spark)
keynote at DEXA 2017 conference
[PPT]

Algorithms and Optimizations for Big Data Analytics: Cubes.
[PPT]

Database Systems Research on LargeScale Data Mining: SQL vs MapReduce.
(outdated) tutorial at SIGMOD 2010 Conference,
[PPT]

Computing the Gamma Matrix for Data Summarization in a Parallel System (parallel DBMS vs Spark).
[PPT]

Comparing Columnar, Row and Array DBMSs for Recursive Query Evaluation to Analyze Large Graphs.
[PPT]

Integrating the R Language Runtime System with a Data Stream Warehouse.
Research while visiting ATT
[PPT]

Stream Analytics.
overview, does not talk about ATT work
[PPT]

Parallel Systems to Compute Deep Neural Networks.
[PPT]
Machine Learning and Statistical Models

Integrating Statistical Models and Database Systems.
old
[PPT]

Medical Data Mining.
mainly cubes and association rules
[PPT]
Summary, Overview

Micro presentation.
5 minutes,
[PPT]

Short presentation
10 minutes,
[PPT]

Research Projects (mostly current).
1 hour,
[PPT]

UH Department of Computer Science.
30 minutes,
[PPT]
