General Information

Carlos Ordonez
Assistant Professor
University of Houston
Department of Computer Science

Carlos Ordonez studied at UNAM University (Universidad Nacional Autonoma de Mexico), where he got degrees in applied mathematics and computer science. He continued PhD studies at the Georgia Institute of Technology under the supervision of Edward Omiecinski, conducting research on database systems. Dr Ordonez worked for Teradata (formerly part of NCR), from 1998 to 2006 as intern and researcher, developing DBMS software in SQL, C++ and Java, as well as providing consulting to perform data mining on massive relational databases. Dr Ordonez cooperated in the optimization of several statistical and machine learning algorithms that work inside the Teradata DBMS to analyze large data sets. In 2006 Carlos Ordonez joined the Department of Computer Science at the University of Houston, where he leads the DBMS group, continuing the same research direction on integrating mathematical and statistical computations with a DBMS. His research spans database systems, data mining, big data analytics and high performance computing. His research at UH has been funded by NSF.


Research Area: Database Systems

Main research topics:
  • DBMS analytics: big data analytics; statistical methods and models; MapReduce; high performance matrix computations.
  • SQL query optimization: data preprocessing, OLAP cubes, UDFs.
  • Web data: processing, integration and search of documents in a DBMS.
  • Software engineering: database modeling, data quality.
  • Applications: medical, bioinformatics
Published articles listed on ACM, DBLP, Google Scholar,

Funded projects by the National Science Foundation:
  • NSF award 0914861: IIS-Efficient Bayesian Model Computation for Large and High Dimensional Data Sets. July 2009-July 2012. CO-PI: Veerabhadran Baladandayuthapani (MD Anderson Cancer Center).
  • NSF award 0937562: CCF-Efficient Algorithms for Dimensionality Reduction and Clustering Using Disk-Based Matrices. June 2009-June 2011

Education

  • B.Sc. in Applied Mathematics, UNAM University, Mexico, 1992.
  • M.S. in Computer Science, UNAM University, Mexico, 1996.
  • Ph.D. in Computer Science, Georgia Institute of Technology, USA, 2000.

Contact Information

Email:

To MS students (please read before sending me mail).

Mail address:
University of Houston
Department of Computer Science
501 PGH
Houston, TX 77204