Patents by Inventor Gandhi Sivakumar

Gandhi Sivakumar 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: 11490035
    Abstract: A computer-implemented method is used for each of two or cameras on a device, where a first camera of the two or cameras is located under a display of the device. The method further includes defining, for each camera, a best effect region on the display including a first best effect region for the first camera. The method also includes identifying, for each of one or more feeds, a feed display area including a first feed display area, where each feed display location uses a portion of the display. The method includes activating the first camera for a first feed, wherein the first feed has a first feed display area that overlaps the first best effect region.
    Type: Grant
    Filed: November 18, 2021
    Date of Patent: November 1, 2022
    Assignee: International Business Machines Corporation
    Inventors: Faried Abrahams, Kimberly Greene Starks, Kushal S. Patel, Gandhi Sivakumar, Sarvesh S. Patel
  • Patent number: 11487458
    Abstract: Embodiments of the present invention provide a computer system, a computer program product, and a method that comprises collecting data capable of being replicated from a computing device; detecting risks of the computing device, wherein detecting risks comprises detecting the computing device's surroundings, location, speed, and condition; initiating data replication on the computing device once the risks are determined to reach a predetermined threshold; and storing the replicated data within a cloud storage system using a 5G network.
    Type: Grant
    Filed: November 26, 2019
    Date of Patent: November 1, 2022
    Assignee: International Business Machines Corporation
    Inventors: Craig M. Trim, Rashida A. Hodge, Gandhi Sivakumar, Kushal Patel, Sarvesh S. Patel
  • Publication number: 20220345353
    Abstract: A computer-implemented method, system and computer program product for performing real-time monitoring of machine learning models. Real-time model state data and metadata (e.g., operating dataset) of the machine learning models located within an orchestration plane of a network are collected by agents located within the machine learning models. The portion of the collected real-time model state data and metadata that is to be provided to the user by the service orchestrator (configured to monitor the machine learning models in the service orchestration plane via the use of agents in the machine learning models) is selected and marked. The marked collected real-time model state data and metadata are then provided to the user by the service orchestrator. In this manner, real-time monitoring of the machine learning models in the orchestration plane, such as the service orchestration plane, of a broadband cellular network (e.g., fifth generation broadband cellular network) is achieved.
    Type: Application
    Filed: April 21, 2021
    Publication date: October 27, 2022
    Inventors: Gandhi Sivakumar, Kushal S. Patel, Luke Peter Macura, Sarvesh S. Patel
  • Patent number: 11481415
    Abstract: An approach to determining if a corpus is obsolete for the selected purpose. The approach can receive a corpus and a context from a user. The approach can extract terms from the corpus based on the context. The approach can generate a temporal context mapping of the terms. The approach can analyze the terms based on the temporal context mapping. The approach can determine if a further analysis of the temporal context mapping by a subject matter expert (SME) is necessary and if so, employ an SME for the analysis. The approach can determine if the corpus is obsolete for the selected purpose based on the temporal context mapping. The approach can delete the corpus from the repository and send the user an obsolete notice if the corpus is obsolete or can generate a corpus report and send the user the corpus report if the corpus is not obsolete.
    Type: Grant
    Filed: March 30, 2021
    Date of Patent: October 25, 2022
    Assignee: International Business Machines Corporation
    Inventors: Gandhi Sivakumar, Rodolfo Lopez, Louie A. Dickens
  • Patent number: 11480437
    Abstract: A computer-implemented system and method for a transportation system comprises, using a processor associated with a service, initializing information collectors and response monitors by loading configurations, user settings, and data structures to capture device information from a plurality of devices that each run a virtual agent (VA). Fifth generation (5G) communication links are established between 5G server orchestration service instances (SOSIs) and respective VAs on the devices. Captured live status information by the SOSIs is received from various devices. A 5G dynamic ad-hoc network (DAHN) connects a user device of a user having visual impairment and a vehicle stop device, the DAHN creation being triggered by the user device entering a stop device boundary. An SOSI receives user-vehicle stop information after the connecting to the DAHN. Control information is transmitted to the vehicle device VA related to the user when the user device is located within the stop boundary.
    Type: Grant
    Filed: November 21, 2019
    Date of Patent: October 25, 2022
    Assignee: International Business Machines Corporation
    Inventors: Craig M. Trim, Lakisha R. S. Hall, Gandhi Sivakumar, Kushal Patel, Sarvesh S. Patel
  • Patent number: 11477688
    Abstract: A method and a system for generating data bearer mappings are provided. The method includes collecting node information from a radio access node, the node information includes resource sets operating within the radio access node. The method further includes receiving a bearer channel of a user equipment from the radio access node. The bearer channel includes a quality of service class identifier level. The method also includes connecting to the bearer channel that is transmitting data related to the user equipment and generating an insight that is based on the data and the QCI level of the user equipment. The method further includes determining a bearer mapping for the radio access nodes by analyzing node information and the insight. The bearer mapping is then transmitted to the radio access node.
    Type: Grant
    Filed: October 16, 2019
    Date of Patent: October 18, 2022
    Assignee: International Business Machines Corporation
    Inventors: Craig M. Trim, Lakisha R. S. Hall, Gandhi Sivakumar, Kushal Patel, Sarvesh S. Patel
  • Publication number: 20220327930
    Abstract: A processor may receive a route request from a user. The processor may receive data associated with predicted routes of one or more nearby vehicles. The processor may select a recipient vehicle from the one or more nearby vehicles, where the recipient vehicle is selected based on recipient selection criteria. The processor may determine one or more driving change requests for the recipient vehicle. The processor may send the one or more driving change requests and a proposed token to the recipient vehicle. The processor may provide a token to the recipient vehicle in response to the recipient vehicle implementing the driving change requested.
    Type: Application
    Filed: April 12, 2021
    Publication date: October 13, 2022
    Inventors: Gandhi Sivakumar, Smitkumar Narotambhai Marvaniya, Vijay Ekambaram, Padmanabha Venkatagiri Seshadri, Ashok Pon Kumar Sree Prakash
  • Publication number: 20220318685
    Abstract: An approach is provided in which the approach receives a job request, which includes biasing parameters, from an entity operating in a distributive cognitive system. The approach evaluates the biasing parameters against a set of machine learning model bias characteristics corresponding to a set of machine learning models and selects one of the machine learning models based on the evaluating. The approach assigns the selected machine learning model to the entity to perform the job request.
    Type: Application
    Filed: April 6, 2021
    Publication date: October 6, 2022
    Inventors: Gandhi Sivakumar, Lynn KWOK, Kushal S. Patel, Sarvesh S. Patel
  • Publication number: 20220318285
    Abstract: An approach to determining if a corpus is obsolete for the selected purpose. The approach can receive a corpus and a context from a user. The approach can extract terms from the corpus based on the context. The approach can generate a temporal context mapping of the terms. The approach can analyze the terms based on the temporal context mapping. The approach can determine if a further analysis of the temporal context mapping by a subject matter expert (SME) is necessary and if so, employ an SME for the analysis. The approach can determine if the corpus is obsolete for the selected purpose based on the temporal context mapping. The approach can delete the corpus from the repository and send the user an obsolete notice if the corpus is obsolete or can generate a corpus report and send the user the corpus report if the corpus is not obsolete.
    Type: Application
    Filed: March 30, 2021
    Publication date: October 6, 2022
    Inventors: Gandhi Sivakumar, Rodolfo Lopez, Louie A. Dickens
  • Publication number: 20220308670
    Abstract: A processor may identify that a user is interacting with a device, where the interacting is identified from the user touching the device. The processor may receive tactile data associated with the user from one or more tactile sensors. The processor may extract, utilizing an AI model, one or more features of the tactile data. The processor may classify, utilizing the AI model, the tactile data as having a tactile data characteristic. The processor may output the classification to an interaction management module.
    Type: Application
    Filed: March 24, 2021
    Publication date: September 29, 2022
    Inventors: Gandhi Sivakumar, Anil Manohar Omanwar, Kushal S. Patel, Sarvesh S. Patel
  • Publication number: 20220311811
    Abstract: Provided are a method, system, and computer program product in which a service orchestration layer is configured in a telecommunications network. Personalized pending user actions are transmitted to a user equipment, in response to a hold being performed over a first communications channel to the user equipment.
    Type: Application
    Filed: March 29, 2021
    Publication date: September 29, 2022
    Inventors: Gandhi Sivakumar, Kushal S. Patel, Sarvesh S. Patel, Luke Peter Macura
  • Publication number: 20220309379
    Abstract: Identifying new machine learning models with improved metrics is provided. A new machine learning model is searched for that is relevant to a current machine learning model running within a client device and has improved metrics over current metrics of the current machine learning model. It is determined whether a relevant new machine learning model having improved metrics over the current metrics of the current machine learning model was found in the search. In response to determining that a relevant new machine learning model having improved metrics was found in the search, it is determined whether the relevant new machine learning model is compatible with the current machine learning model. In response to determining that the relevant new machine learning model is compatible with the current machine learning model, the relevant new machine learning model is automatically implemented in the client device.
    Type: Application
    Filed: March 18, 2021
    Publication date: September 29, 2022
    Inventors: Indervir Singh Banipal, Shikhar Kwatra, Vinod A. Valecha, Gandhi Sivakumar
  • Patent number: 11455886
    Abstract: A method includes receiving over a first dedicated traffic channel, DTCH parameters for a second DTCH from a first information providing device; broadcasting a connect command to a second information providing device to establish the second DTCH between the computing device and the second information providing device in a single communication handshake, the connect command comprising the DTCH parameters; receiving over the second DTCH, an electronic traffic signal associated with an area of a vehicular passageway associated with the second information providing device; determining from the electronic traffic signal, a predetermined value of a vehicular passageway parameter associated with the area; comparing the predetermined value with a current vehicle value of the vehicular passageway parameter; generating a command to display an indication in a vehicle as a result of the comparing; and transmitting the command to a display in the vehicle.
    Type: Grant
    Filed: February 22, 2021
    Date of Patent: September 27, 2022
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Craig M. Trim, Rashida A. Hodge, Gandhi Sivakumar, Kushal S. Patel, Sarvesh S. Patel
  • Publication number: 20220295345
    Abstract: A computer-implemented method for selectively excluding data from compression prior to uplink to a telecommunication system. In an embodiment, the method analyzing a request by an application, executing within a device, to wirelessly uplink data to a telecommunication node. The method further includes establishing a set of logical channels assigned to the application. The method further includes transferring the data among one or more logical channels, of the set of logical channels, based on a status flag related to data compression corresponding to the data. The method further includes determining that the data is transferred via a compression-disabled logical channel, of the set of logical channels. The method further includes responding to determining that the data is transferred via the compression-disabled logical channel by bypassing a data compression function prior to preparing the data for uplink. The method further includes uplinking the data to the telecommunication node.
    Type: Application
    Filed: March 15, 2021
    Publication date: September 15, 2022
    Inventors: Craig M. Trim, Faried Abrahams, Gandhi Sivakumar, Kushal S. Patel, Sarvesh S. Patel
  • Patent number: 11432306
    Abstract: Embodiments of the present invention provide methods, computer program products, and systems. Embodiments of the present invention can be used to, in response to response to anticipating a maneuver to be performed by a vehicle, adjust one or more 5G dedicated traffic channels (DTCH) over a radio bearer network. Embodiments of the present invention can be used to revert the one or more adjusted 5G DTCH after the maneuver is performed by the vehicle.
    Type: Grant
    Filed: August 5, 2020
    Date of Patent: August 30, 2022
    Assignee: International Business Machines Corporation
    Inventors: Craig M. Trim, Kimberly Greene Starks, Gandhi Sivakumar, Kushal S. Patel, Sarvesh S. Patel
  • Publication number: 20220270479
    Abstract: A method includes receiving over a first dedicated traffic channel, DTCH parameters for a second DTCH from a first information providing device; broadcasting a connect command to a second information providing device to establish the second DTCH between the computing device and the second information providing device in a single communication handshake, the connect command comprising the DTCH parameters; receiving over the second DTCH, an electronic traffic signal associated with an area of a vehicular passageway associated with the second information providing device; determining from the electronic traffic signal, a predetermined value of a vehicular passageway parameter associated with the area; comparing the predetermined value with a current vehicle value of the vehicular passageway parameter; generating a command to display an indication in a vehicle as a result of the comparing; and transmitting the command to a display in the vehicle.
    Type: Application
    Filed: February 22, 2021
    Publication date: August 25, 2022
    Inventors: Craig M. Trim, Rashida A. Hodge, Gandhi Sivakumar, Kushal S. Patel, Sarvesh S. Patel
  • Patent number: 11425196
    Abstract: Provided is a system and method which prioritizes data replication packets between a private cloud and a public cloud which provides a backup for the private cloud. In one example, the method may include receiving a request from a software application to write data to a storage location of a private cloud that hosts the software application, identifying storage attributes of the storage location of the private cloud, generating a replication request for replicating the data over a network to a public cloud, embedding a priority tag into the replication request based on the identified storage attributes of the storage location of the private cloud, and transmitting the tagged replication request over the network from the private cloud to the public cloud based on a bandwidth assigned to the embedded priority tag.
    Type: Grant
    Filed: November 18, 2021
    Date of Patent: August 23, 2022
    Assignee: International Business Machines Corporation
    Inventors: Gandhi Sivakumar, Kushal S. Patel, Luke Peter Macura, Sarvesh S. Patel
  • Publication number: 20220262243
    Abstract: Embodiments of the present invention provide methods, computer program products, and systems. Embodiments of the present invention can allocate a dedicated traffic channel to a plurality of connected devices. Embodiments of the present invention can dynamically determine an appropriate visualization for one or more connected devices of the plurality of connected devices based on received information. Embodiments of the present invention render the dynamically determined appropriate visualization for the one or more connected devices of the plurality of connected devices using the dedicated traffic channel.
    Type: Application
    Filed: February 16, 2021
    Publication date: August 18, 2022
    Inventors: Craig M. Trim, Rashida A. Hodge, Gandhi Sivakumar, Kushal S. Patel, Sarvesh S. Patel
  • Patent number: 11397858
    Abstract: A computer-implemented method, system and computer program product for initiating a conversation by a virtual agent. The boundary of a widget of a webpage the user is utilizing is determined. The user's interactions or lack of interactions with the widget within the determined boundary of the widget of the webpage is then determined, such as based on tracking the eye gaze or focus of the user. If it is determined that the user is experiencing difficulty in utilizing the widget, then the content associated with the widget is extracted. The extracted widget content is then mapped to the virtual agent content. The virtual agent is instructed to initiate a conversation based on the extracted widget content. In this manner, the virtual agent will now be able to dynamically initiate a conversation with the user to assist the user in addressing a problem the user is currently experiencing with the widget.
    Type: Grant
    Filed: August 15, 2019
    Date of Patent: July 26, 2022
    Assignee: KYNDRYL, INC.
    Inventors: Garfield W. Vaughn, Vasanthi M. Gopal, Gandhi Sivakumar, Malar Kandasamy, Lakshmi Priya Shanmugam
  • Publication number: 20220222471
    Abstract: A method, system, and computer program product for monitoring a telecom network is provided. The method includes retrieving images associated with a transmission location of a telecom network. A communication channel is initialized for enabling transmission of a real time video stream comprising the images with respect to virtual network functions. The virtual network functions are enabled and a triggering signal of the virtual network functions is located. Image collector software and hardware components are activated for collecting the images for local cache storage and location and activation information is collected. Attributes of objects within the images are collected and detecting resulting obstruction characteristics associated with obstruction objects located within a coverage area of the telecom network are detected.
    Type: Application
    Filed: January 14, 2021
    Publication date: July 14, 2022
    Inventors: Gandhi Sivakumar, Kushal S. Patel, Sarvesh S. Patel, Luke Peter Macura