Patents by Inventor Chistopher Matthew Jermaine

Chistopher Matthew Jermaine has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Managing uncertain data using Monte Carlo techniques
    Patent number: 8234295
    Abstract: According to one embodiment of the present invention, a method for managing uncertain data is provided. The method includes specifying data uncertainty using at least one variable generation (VG) function, wherein the VG function generates pseudorandom samples of uncertain data values. A random database based on the VG function is specified. and multiple Monte Carlo instantiations of the random database are generated. Using a Monte Carlo method, a query is repeatedly executed over the multiple Monte Carlo instantiations to output a Monte Carlo method result and associated query-results. The Monte Carlo method result may then be used to estimate statistical properties of a probability distribution of the query-result.
    Type: Grant
    Filed: June 3, 2009
    Date of Patent: July 31, 2012
    Assignees: International Business Machines Corporation, University of Florida Research Foundation, Inc.
    Inventors: Peter Jay Haas, Ravindranath Jampani, Chistopher Matthew Jermaine, Luis Leopoldo Perez, Mingxi Wu, Fei Xu
  • MANAGING UNCERTAIN DATA USING MONTE CARLO TECHNIQUES
    Publication number: 20100312775
    Abstract: According to one embodiment of the present invention, a method for managing uncertain data is provided. The method includes specifying data uncertainty using at least one variable generation (VG) function, wherein the VG function generates pseudorandom samples of uncertain data values. A random database based on the VG function is specified. and multiple Monte Carlo instantiations of the random database are generated. Using a Monte Carlo method, a query is repeatedly executed over the multiple Monte Carlo instantiations to output a Monte Carlo method result and associated query-results. The Monte Carlo method result may then be used to estimate statistical properties of a probability distribution of the query-result.
    Type: Application
    Filed: June 3, 2009
    Publication date: December 9, 2010
    Applicant: International Business Machines Corporation
    Inventors: Peter Jay Haas, Ravindranath Jampani, Chistopher Matthew Jermaine, Luis Leopoldo Perez, Mingxi Wu, Fei Xu