Transcript MQP Projects - Rundensteiner

Elke A. Rundensteiner
Database Systems Research Group
Email:
Office:
Phone:
WebPages:
[email protected]
Fuller 238
Ext. – 5815
http://www.cs.wpi.edu/~rundenst
http://davis.wpi.edu/dsrg
Project Topics in a Nutshell:
Distributed Data Sources:
EVE : Data Warehousing over
Distributed Data
TOTAL-ETL : Distributed
Extract Transform Load
[NSF’96,NSF02,NSF05?]
XML/Web Data Systems:
RAINBOW : XML to Relational
Databases
MASS : Native XQuery
Processing System
[Verizon,IBM,NSF05]
Databases & Visualization:
Scalable Visual High-Dim.
Data Exploration
Data and Visual Quality
Support in XMDV
[NSF’97,NSF01,NSF05]
Stream Monitoring System:
Scalable Query Engine for
Data Streams
Fire Prediction and
Monitoring Appl.
[NSF05]
CAPE : Engine for Querying
and Monitoring Streaming Data
Example of Stream Data Applications:
• Market Analysis
–Streams of Stock Exchange Data get rich
• Critical Care
–Streams of Vital Sign Measurements – save lives
• Physical Plant Monitoring
–Streams of Environmental Readings – protect env
Continuous Queries on Data Streams
Online
Stream
Monitoring
A driving application: FIRE
Sensors in Rooms
Futuristic Monitoring Queries …
Track a smoke cloud (moving cluster) in terms of
its speed and severity ?
Find the scope and direction of fire spreads ?
Match given sensors readings of fire with a fire
stream simulation to determine similarity ?
Is this a prank (outlier), or an actual fire ?
What path should people be leaving this building ?
Any sensor readings are faulty, can be ignored?
FireEngine : Fire Stream Processing
• Possible MQP Projects
Fire Spread Monitoring Query Engine
Real-time GUI for Monitoring
Fire Pattern Mining
(Patterns/Simulation)
Performance via Distributed
Processing (WPI 20 node cluster)
Sensor and Stream Management
If Questions, email me:
[email protected]
Better, drop by
DSRG Labs : Fuller 319 & 318
My office : Fuller 238