| Data Stream Management Systems | |
|---|---|
|
Introduction |
slides |
| SQL:2003 on Ordered Tuples | |
|---|---|
| Sequence Queries: SQL-TS | slides |
| Proposed New SQL standards | |
| SQL-TS Optimization | slides |
| K*SQL and Nested Word FSA | slides |
| OLAP Functions | slides |
| Paper on OLAP Functions | slides |
| User-Defined Aggregates | slides |
| SQL:2003 on Ordered Tuples | |
|---|---|
| Non-Blocking Query Operators | slides |
| RA & Continuous Query Language | |
| An Expressive Stream Language (ESL) | |
|---|---|
| For Mining Data Streams | slides |
| Response
Time |
|
|---|---|
|
Outline
|
slides |
| Response-Time Optimization | slides |
| Optimization and Scheduling | slides |
|
Approximation,
Load Shedding and QoS
|
|
|---|---|
| Approximation and Synopses | slides |
| Sampling on Windows | slides |
| Counting Sketches and Histograms | slides |
| Load Shedding | |
| DataStream Classifiers | |
|---|---|
| Introduction | slides |
| Bloom Filters |
slides |
|
|
slides |
| Classfication
Methods on Data Bases |
slides |
| Classfication Methods on Data Streams |
slides |
| FrequentPatterns and Association Rules | |
|---|---|
|
Frequent Itemset algorithms |
slides |
| Frequent Patters on Data Streams | slides |
| Clustering Data Streams | |
| Clusters and Miniclusters | slide |
| Time Series | |
| Mining Time Series | slide |
| Software for Mining Data Bases or Data Streams | |
|---|---|
| Data Mining Software Suites | top50 |
| WEKA | slides |
| Stream Mill Miner (SMM) | slides |
| slides | |