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Elke A. Rundensteiner

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1. Elke A. Rundensteiner. Topics. projects in database and. Information ... CAPE : Engine for Querying and Monitoring Streaming Data. Example of Stream ... CAPE ... – PowerPoint PPT presentation

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Title: Elke A. Rundensteiner


1
Elke A. Rundensteiner
Topics projects in database and Information
systems, such as, web information
systems, distributed databases, Etc.
Database Systems Research Lab Email
rundenst_at_cs.wpi.edu Office
Fuller 238 Phone x
5815 Webpages
http//www.cs.wpi.edu/rundenst http//davis.wpi
.edu/dsrg
2
Project Topics in a Nutshell
  • Distributed Data Sources
  • EVE Data Warehousing over Distributed Data
    Sources
  • TOTAL-ETL Distributed Extract Transform Load
    Tools
  • Web Information Systems
  • RAINBOW XML to Relational Database Management
  • MASS Native XQuery Processing System
  • Databases and Visualization
  • Visualization-Driven Data Caching
  • Prefetching based on User Access Patterns
  • Stream Monitoring Systems
  • Querying of Data Streams
  • Monitoring Applications

3
CAPE Engine for Querying and Monitoring
Streaming Data
  • Example of Stream Data Applications
  • Market Analysis
  • Streams of Stock Exchange Data
  • Critical Care
  • Streams of Vital Sign Measurements
  • Physical Plant Monitoring
  • Streams of Environmental Readings

4
Databases Upside Down
data
static data
data
Standing queries
data
Query
data
data
streams of data
one-time queries
data
5
MQP Projects in CAPE
  • Work on core engine, such as query processor,
    scheduler, query approximator, data shedder,
    distributer, resource allocator, etc.
  • Develop full example application, e.g. TRAFFIC,
  • Load real data streams traffic simulation
  • Develop useful queries, like average density in
    city region X over last 5 minute window
  • Provide GUI to specify query, eg. By drawing a
    rectangle over city map.
  • Supply visual results to traffic monitor, e.g.,
    in charts of time trends.

6
If Questions, email merundenst_at_cs.wpi.eduor
visit DSRG at Fuller 319 318.
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