The Computing Innovation Fellows Project

Posted on: Wednesday, June 3rd, 2009
Broad Research Area: Databases / Information Retrieval / Data Mining, Numerical/Scientific Computing / HPC / Data-Intensive Scalable Computing

Research Interests:

The National Center for Data Mining (NCDM) at the University of Illinois at Chicago (UIC) was established in 1998 to serve as a resource for research, standards development, and education for high performance and distributed data mining and predictive modeling.

The NCDM is supported, in part, by the National Science Foundation, the Chicago Bioinformatics Consortium, the Department of Defense, and the University of Illinois at Chicago, as well as by other funding agenices and NCDM’s industrial partners.

Center’s Recent projects:

* Teraflow Testbed – distributed infrastructure designed to use new 10 Gb/s network protocols and data services.
* Sector – infrastructure software providing distributed data storage, access and analysis/processing functionality.
* Angle – network monitoring software to detect anomalous network events across multiple monitoring sites.
* SidGrid – social informatics data collection and collaborative analysis software utilizing web and grid services.
* largedataarchive – hosts a variety of large data sets for use by the larger research community
* UDT – application level data transport protocol for the emerging distributed data intensive applications over wide area high-speed networks.

The Center focuses on three research areas:

* Scaling algorithms, applications and systems to massive data sets.
* Developing algorithms, applications, and systems for mining distributed data.
* Establishing standard languages, protocols, and services for data mining and predictive modeling.

The NCDM is a co-founding member of the Data Mining Group (DMG), which develops the Predictive Model Markup Language (PMML) and related standards.

Contact Information:

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http://www.ncdm.uic.edu