| Data Stream Management Systems | |
|---|---|
|
DSMS Introduction | slides |
| SQL:2003 on Ordered Tuples | |
|---|---|
|
OLAP Functions | slides |
| Paper on OLAP Functions | slides |
| Sequence Queries: SQL-TS | slides |
| Proposed New SQL standards | |
| SQL-TS Optimization | slides |
| Optimization and QoS | |
|---|---|
|
DSMS vs DBMS: checkpoint | slides |
| Memory and Latency Optimization | slides |
| Approximation and Synopses | slides |
| Load Shedding for Complex Queries |
| Sampling, Inductive DBMS, Weka | |
|---|---|
|
Window Sampling (by V. Braverman) | slides |
| Inductive DSMS---DM in the SQL World | slides |
| Weka | slides |
| Data Stream Classifiers | |
|---|---|
|
Classfication Methods on Data Bases | slides |
| Classfication Methods on Data Streams | slides |
| A Nearest Neighbor Algorithm | slides |
| Frequent Pattens and Association Rules | |
|---|---|
|
Frequent Itemset algorithms | slides |
| Frequent Patters on Data Streams | slides |
| From Patterns to Rules | slides |
| Sequences and Clustering | |
|---|---|
|
Sequence Patterns | slides |
| Introduction to clustering | slides |
| Clustering and Time series | |
|---|---|
|
K-means and Hierarchical Clustering | slides |
| Density-Based Clustering | slides |
| Time Series | slides |
| Data Stream Management Systems | |
|---|---|
|
For Mining Data Streams | slides |