Patents by Inventor Pranshu Tiwari

Pranshu Tiwari 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: 11093229
    Abstract: A failure rate model modeling a failure rate of a training functionality deployment in a training set of functionality deployments is constructed. The failure rate model is configured to receive functionality deployment data and output a corresponding failure rate prediction. Using the failure rate model, a set of functionality deployment failure rates is predicted, a functionality deployment failure rate in the set of functionality deployment failure rates corresponding to an upcoming functionality deployment. Using the set of functionality deployment failure rates, a deployment sequence of the set of upcoming functionality deployments is constructed to minimize a predicted overall failure rate of the set of upcoming functionality deployments. The deployment of each functionality deployment in the set of upcoming functionality deployments is caused, the deployment comprising activating the upcoming functionality program code according to the deployment sequence.
    Type: Grant
    Filed: January 22, 2020
    Date of Patent: August 17, 2021
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Pranshu Tiwari, Harish Bharti, Naveen Narayanaswamy, Ram Prasad Reddy Munagala
  • Publication number: 20210241392
    Abstract: Methods and systems for metrics for energy saving and response behavior are disclosed. A method includes: receiving, by a computing device, for each of a plurality of energy users, consumption time series data from a smart meter of the energy user; determining, by the computing device, for each of the plurality of energy users, demographic data of the energy user; clustering, by the computing device, the energy users based on the consumption time series data and the demographic data; identifying, by the computing device, a plurality of groups of energy users based upon the clustering; and determining, by the computing device, an energy saving program to associate with each of the plurality of groups.
    Type: Application
    Filed: February 5, 2020
    Publication date: August 5, 2021
    Inventors: Pranshu TIWARI, Harish BHARTI, Saurabh TREHAN, Anshul CHETAL
  • Publication number: 20210224053
    Abstract: A failure rate model modeling a failure rate of a training functionality deployment in a training set of functionality deployments is constructed. The failure rate model is configured to receive functionality deployment data and output a corresponding failure rate prediction. Using the failure rate model, a set of functionality deployment failure rates is predicted, a functionality deployment failure rate in the set of functionality deployment failure rates corresponding to an upcoming functionality deployment. Using the set of functionality deployment failure rates, a deployment sequence of the set of upcoming functionality deployments is constructed to minimize a predicted overall failure rate of the set of upcoming functionality deployments. The deployment of each functionality deployment in the set of upcoming functionality deployments is caused, the deployment comprising activating the upcoming functionality program code according to the deployment sequence.
    Type: Application
    Filed: January 22, 2020
    Publication date: July 22, 2021
    Applicant: International Business Machines Corporation
    Inventors: Pranshu Tiwari, Harish Bharti, Naveen Narayanaswamy, Ram Prasad Reddy Munagala
  • Patent number: 10935970
    Abstract: A method collects from at least one power measuring device of an environment power consumption data indicating active power consumption during a timeframe by an electrical device in the environment. The method also collects operating parameter data indicating at least one operating parameter under which the electrical device operates during at least a portion of the timeframe. The method performs, based on observing an increase in power consumption of the electrical device during the timeframe, assessing extents of contribution by potential contributing factors to the increase in power consumption, the potential contributing factors including time-based degradation of the electrical device and the at least one operating parameter. The method outputs, based on the assessing, an indication of an extent of contribution of degradation of the electrical device to the increase in power consumption.
    Type: Grant
    Filed: October 10, 2019
    Date of Patent: March 2, 2021
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Harish Bharti, Abhay K. Patra, Pranshu Tiwari, Saurabh Trehan
  • Patent number: 10558206
    Abstract: A method collects from at least one power measuring device of an environment power consumption data indicating active power consumption during a timeframe by an electrical device in the environment. The method also collects operating parameter data indicating at least one operating parameter under which the electrical device operates during at least a portion of the timeframe. The method performs, based on observing an increase in power consumption of the electrical device during the timeframe, assessing extents of contribution by potential contributing factors to the increase in power consumption, the potential contributing factors including time-based degradation of the electrical device and the at least one operating parameter. The method outputs, based on the assessing, an indication of an extent of contribution of degradation of the electrical device to the increase in power consumption.
    Type: Grant
    Filed: May 9, 2017
    Date of Patent: February 11, 2020
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Harish Bharti, Abhay K. Patra, Pranshu Tiwari, Saurabh Trehan
  • Publication number: 20200041991
    Abstract: A method collects from at least one power measuring device of an environment power consumption data indicating active power consumption during a timeframe by an electrical device in the environment. The method also collects operating parameter data indicating at least one operating parameter under which the electrical device operates during at least a portion of the timeframe. The method performs, based on observing an increase in power consumption of the electrical device during the timeframe, assessing extents of contribution by potential contributing factors to the increase in power consumption, the potential contributing factors including time-based degradation of the electrical device and the at least one operating parameter. The method outputs, based on the assessing, an indication of an extent of contribution of degradation of the electrical device to the increase in power consumption.
    Type: Application
    Filed: October 10, 2019
    Publication date: February 6, 2020
    Inventors: Harish BHARTI, Abhay K. PATRA, Pranshu TIWARI, Saurabh TREHAN
  • Publication number: 20180356776
    Abstract: A method, system and computer program product are disclosed for rewarding customers for sustained energy conservation. In embodiments of the invention, the method comprises establishing a baseline of energy consumption for a customer; defining a rewards program; and determining a reward for the customer, based on the rewards program, for maintaining the customer's energy utilization in a given range compared to the baseline. In embodiments of the invention, the system comprises one or more processing units configured to operate as a file server for receiving specified energy consumption data from customers, and a business analytical engine. The business analytical engine stores a defined rewards program; establishes a baseline of energy consumption for one of the customers; and determines a reward for the one customer, based on the rewards program, for maintaining the one customer's energy utilization in a given range compared to the baseline.
    Type: Application
    Filed: June 7, 2017
    Publication date: December 13, 2018
    Inventors: Harish Bharti, Abhay K. Patra, Pranshu Tiwari, Saurabh Trehan
  • Publication number: 20180329406
    Abstract: A method collects from at least one power measuring device of an environment power consumption data indicating active power consumption during a timeframe by an electrical device in the environment. The method also collects operating parameter data indicating at least one operating parameter under which the electrical device operates during at least a portion of the timeframe. The method performs, based on observing an increase in power consumption of the electrical device during the timeframe, assessing extents of contribution by potential contributing factors to the increase in power consumption, the potential contributing factors including time-based degradation of the electrical device and the at least one operating parameter. The method outputs, based on the assessing, an indication of an extent of contribution of degradation of the electrical device to the increase in power consumption.
    Type: Application
    Filed: May 9, 2017
    Publication date: November 15, 2018
    Inventors: Harish BHARTI, Abhay K. PATRA, Pranshu TIWARI, Saurabh TREHAN
  • Patent number: 9766693
    Abstract: Provision of power scheduling framework for a plurality of virtual machines to facilitate energy savings in handing service instances includes configuring a first set of virtual machines in an active power mode and a second set of virtual machines in one or more other power modes, and managing, across a time period and based on service instance arrival, power mode configuration for the first set of virtual machines and the second set of virtual machines, the managing including initiating one or more transitions of at least one virtual machine between power modes of the plurality of power modes, wherein a transition energy cost is associated with transitioning from a lower power mode of the plurality of power modes to a higher power mode of the plurality of power modes, and wherein the managing accounts for transition energy cost in determining the one or more transitions.
    Type: Grant
    Filed: January 7, 2016
    Date of Patent: September 19, 2017
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Rajesh K. Saxena, Pranshu Tiwari, Vikram Yadav
  • Publication number: 20170199564
    Abstract: Provision of power scheduling framework for a plurality of virtual machines to facilitate energy savings in handing service instances includes configuring a first set of virtual machines in an active power mode and a second set of virtual machines in one or more other power modes, and managing, across a time period and based on service instance arrival, power mode configuration for the first set of virtual machines and the second set of virtual machines, the managing including initiating one or more transitions of at least one virtual machine between power modes of the plurality of power modes, wherein a transition energy cost is associated with transitioning from a lower power mode of the plurality of power modes to a higher power mode of the plurality of power modes, and wherein the managing accounts for transition energy cost in determining the one or more transitions.
    Type: Application
    Filed: January 7, 2016
    Publication date: July 13, 2017
    Inventors: Rajesh K. SAXENA, Pranshu TIWARI, Vikram YADAV
  • Publication number: 20170017913
    Abstract: In an approach to managing data quality and compliance, a computer retrieves data within a business enterprise system. The computer applies a set of rules to the data, wherein the application of the set of rules to the data produces a plurality of mapped data, and the computer aggregates the plurality of mapped data into a plurality of results. The computer then reports the plurality of results for a data display.
    Type: Application
    Filed: July 17, 2015
    Publication date: January 19, 2017
    Inventors: Harish Bharti, Kshitij K. Raval, Pranshu Tiwari
  • Publication number: 20160224965
    Abstract: An approach is provided for determining an optimal payment instrument. A computer in a system configured in one of four predetermined cloud-based models updates a database with details about account balances and rewards provided by a customer's multiple accounts specifying payment instruments. A request is received from a near field communication enabled mobile device to purchase an item from a retailer. The request includes identifications of the retailer and the item. Based on the identifications, details about the account balances and rewards are retrieved from the database. Based on the details about the account balances and rewards, rules are applied and the optimal payment instrument is determined. A display of the optimal payment instrument to the customer is initiated. The optimal payment instrument is selected and a payment for the item by the optimal payment instrument is initiated.
    Type: Application
    Filed: February 4, 2015
    Publication date: August 4, 2016
    Inventors: Deepak Chauhan, Pranshu Tiwari, Saurabh Trehan