Patents by Inventor Muhammad FAIZANULLAH

Muhammad FAIZANULLAH 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).

  • Patent number: 10484506
    Abstract: Existing program code, which is executable on one or more computers forming part of a distributed computer system, is analyzed. The analysis identifies log output instructions present in the program code. Log output instructions are those statements or other code that generate log messages related to service requests processed by the program code. A log model is generated using the analysis. The log model is representative of causal relationships among service requests defined by the program code. The log model can then be applied to logs containing log messages generated by execution of the program code, during its normal operation, to group log messages for improved analysis, including visualization, of the performance and behaviour of the distributed computer system.
    Type: Grant
    Filed: July 4, 2017
    Date of Patent: November 19, 2019
    Assignee: YSCOPE INC.
    Inventors: Muhammad Faizanullah, David Lion, Yu Luo, Michael Stumm, Ding Yuan, Xu Zhao, Yongle Zhang
  • Publication number: 20170302758
    Abstract: Existing program code, which is executable on one or more computers forming part of a distributed computer system, is analyzed. The analysis identifies log output instructions present in the program code. Log output instructions are those statements or other code that generate log messages related to service requests processed by the program code. A log model is generated using the analysis. The log model is representative of causal relationships among service requests defined by the program code. The log model can then be applied to logs containing log messages generated by execution of the program code, during its normal operation, to group log messages for improved analysis, including visualization, of the performance and behaviour of the distributed computer system.
    Type: Application
    Filed: July 4, 2017
    Publication date: October 19, 2017
    Inventors: Muhammad FAIZANULLAH, David LION, Yu LUO, Michael STUMM, Ding YUAN, Xu ZHAO, Yongle ZHANG
  • Patent number: 9729671
    Abstract: Existing program code, which is executable on one or more computers forming part of a distributed computer system, is analyzed. The analysis identifies log output instructions present in the program code. Log output instructions are those statements or other code that generate log messages related to service requests processed by the program code. A log model is generated using the analysis. The log model is representative of causal relationships among service requests defined by the program code. The log model can then be applied to logs containing log messages generated by execution of the program code, during its normal operation, to group log messages for improved analysis, including visualization, of the performance and behavior of the distributed computer system.
    Type: Grant
    Filed: October 5, 2015
    Date of Patent: August 8, 2017
    Assignee: YScope Inc.
    Inventors: Muhammad Faizanullah, David Lion, Yu Luo, Michael Stumm, Ding Yuan, Xu Zhao, Yongle Zhang
  • Publication number: 20160098342
    Abstract: Existing program code, which is executable on one or more computers forming part of a distributed computer system, is analyzed. The analysis identifies log output instructions present in the program code. Log output instructions are those statements or other code that generate log messages related to service requests processed by the program code. A log model is generated using the analysis. The log model is representative of causal relationships among service requests defined by the program code. The log model can then be applied to logs containing log messages generated by execution of the program code, during its normal operation, to group log messages for improved analysis, including visualization, of the performance and behaviour of the distributed computer system.
    Type: Application
    Filed: October 5, 2015
    Publication date: April 7, 2016
    Inventors: Muhammad FAIZANULLAH, David LION, Yu LUO, Michael STUMM, Ding YUAN, Xu ZHAO, Yongle ZHANG