Patents by Inventor Bharath K. Devaraju

Bharath K. Devaraju 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).

  • System and methodology to handle misdirected input data during multi partitioned real time analytics
    Patent number: 10152677
    Abstract: A mechanism is provided in a stream computing platform for data stream change detection and model swapping. The mechanism builds a model for each input data stream in a stream computing platform. Each tuple of each given input data stream is tagged with a key corresponding to the given input data stream. The mechanism performs an operation on each input data stream using its corresponding model. The mechanism detects a misdirected input data stream, which is tagged with a key that does not correspond to the misdirected input data stream. The mechanism pauses the misdirected input data stream swaps a model corresponding to the misdirected input data stream with another model corresponding to another paused input data stream.
    Type: Grant
    Filed: June 18, 2015
    Date of Patent: December 11, 2018
    Assignee: International Business Machines Corporation
    Inventors: Alain E. Biem, Dattaram Bijavara Aswathanarayana Rao, Bharath K. Devaraju
  • System and methodology to handle misdirected input data during multi partitioned real time analytics
    Patent number: 10147046
    Abstract: A mechanism is provided in a stream computing platform for data stream change detection and model swapping. The mechanism builds a model for each input data stream in a stream computing platform. Each tuple of each given input data stream is tagged with a key corresponding to the given input data stream. The mechanism performs an operation on each input data stream using its corresponding model. The mechanism detects a misdirected input data stream, which is tagged with a key that does not correspond to the misdirected input data stream. The mechanism pauses the misdirected input data stream swaps a model corresponding to the misdirected input data stream with another model corresponding to another paused input data stream.
    Type: Grant
    Filed: October 30, 2014
    Date of Patent: December 4, 2018
    Assignee: International Business Machines Corporation
    Inventors: Alain E. Biem, Dattaram Bijavara Aswathanarayana Rao, Bharath K. Devaraju
  • System and Methodology to Handle Misdirected Input Data During Multi Partitioned Real Time Analytics
    Publication number: 20160125313
    Abstract: A mechanism is provided in a stream computing platform for data stream change detection and model swapping. The mechanism builds a model for each input data stream in a stream computing platform. Each tuple of each given input data stream is tagged with a key corresponding to the given input data stream. The mechanism performs an operation on each input data stream using its corresponding model. The mechanism detects a misdirected input data stream, which is tagged with a key that does not correspond to the misdirected input data stream. The mechanism pauses the misdirected input data. stream swaps a model corresponding to the misdirected input data stream with another model corresponding to another paused input data stream.
    Type: Application
    Filed: October 30, 2014
    Publication date: May 5, 2016
    Inventors: Alain E. Biem, Dattaram Bijavara Aswathanarayana Rao, Bharath K. Devaraju
  • System and Methodology to Handle Misdirected Input Data During Multi Partitioned Real Time Analytics
    Publication number: 20160125315
    Abstract: A mechanism is provided in a stream computing platform for data stream change detection and model swapping. The mechanism builds a model for each input data stream in a stream computing platform. Each tuple of each given input data stream is tagged with a key corresponding to the given input data stream. The mechanism performs an operation on each input data stream using its corresponding model. The mechanism detects a misdirected input data stream, which is tagged with a key that does not correspond to the misdirected input data stream. The mechanism pauses the misdirected input data. stream swaps a model corresponding to the misdirected input data stream with another model corresponding to another paused input data stream.
    Type: Application
    Filed: June 18, 2015
    Publication date: May 5, 2016
    Inventors: Alain E. Biem, Dattaram Bijavara Aswathanarayana Rao, Bharath K. Devaraju