Patents by Inventor Nicolas Andres Jaramillo Duran

Nicolas Andres Jaramillo Duran 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).

  • Learning-based workload resource optimization for database management systems
    Patent number: 11500830
    Abstract: A DBMS training subsystem trains a DBMS workload-manager model with training data identifying resources used to execute previous DBMS data-access requests. The subsystem integrates each request's high-level features and compile-time operations into a vector and clusters similar vectors into templates. The requests are divided into workloads each represented by a training histogram that describes the distribution of templates associated with the workload and identifies the total amounts and types of resources consumed when executing the entire workload.
    Type: Grant
    Filed: October 15, 2020
    Date of Patent: November 15, 2022
    Assignee: International Business Machines Corporation
    Inventors: Shaikh Shahriar Quader, Nicolas Andres Jaramillo Duran, Sumona Mukhopadhyay, Emmanouil Papangelis, Marin Litoiu, David Kalmuk, Piotr Mierzejewski
  • LEARNING-BASED WORKLOAD RESOURCE OPTIMIZATION FOR DATABASE MANAGEMENT SYSTEMS
    Publication number: 20220121633
    Abstract: A DBMS training subsystem trains a DBMS workload-manager model with training data identifying resources used to execute previous DBMS data-access requests. The subsystem integrates each request's high-level features and compile-time operations into a vector and clusters similar vectors into templates. The requests are divided into workloads each represented by a training histogram that describes the distribution of templates associated with the workload and identifies the total amounts and types of resources consumed when executing the entire workload.
    Type: Application
    Filed: October 15, 2020
    Publication date: April 21, 2022
    Inventors: Shaikh Shahriar Quader, Nicolas Andres Jaramillo Duran, Sumona Mukhopadhyay, Emmanouil Papangelis, Marin Litoiu, David Kalmuk, Piotr Mierzejewski