Patents by Inventor Tian Zhi Zhao

Tian Zhi Zhao 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).

  • Generating important values from a variety of server log files
    Patent number: 10394868
    Abstract: A mechanism is provided for identifying suggestions as to which log files associated with data in a data warehouse to search for particular data. Features from the contents of a plurality of log files from a set of log files are selected. The plurality of log files are grouped based on the selected features. Using extracted log event sequences, a correlation between the log event sequences and a plurality of data transaction tables from a set of data transaction tables in the data warehouse is calculated. Suggestions as to which log files in the set of log files should be searched is then identified for particular data based on a business relevance value and a utilized data ratio.
    Type: Grant
    Filed: October 23, 2015
    Date of Patent: August 27, 2019
    Assignee: International Business Machines Corporation
    Inventors: Miao He, Jin Feng Li, Chang Rui Ren, Bing Shao, Ming Xie, Tian Zhi Zhao
  • Generating Important Values from a Variety of Server Log Files
    Publication number: 20170116330
    Abstract: A mechanism is provided for identifying suggestions as to which log files associated with data in a data warehouse to search for particular data. Features from the contents of a plurality of log files from a set of log files are selected. The plurality of log files are grouped based on the selected features. Using extracted log event sequences, a correlation between the log event sequences and a plurality of data transaction tables from a set of data transaction tables in the data warehouse is calculated. Suggestions as to which log files in the set of log files should be searched is then identified for particular data based on a business relevance value and a utilized data ratio.
    Type: Application
    Filed: October 23, 2015
    Publication date: April 27, 2017
    Inventors: Miao He, Jin Feng Li, Chang Rui Ren, Bing Shao, Ming Xie, Tian Zhi Zhao