Patents by Inventor Amith Singhee

Amith Singhee 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).

  • Publication number: 20240036837
    Abstract: Systems/techniques that facilitate monolith-to-microservice refactoring via source-code-to-domain-model graph comparison are provided. In various embodiments, a system can access source code of a monolithic application and a target domain model corresponding to the monolithic application. In various aspects, the system can refactor the monolithic application into microservices, by aligning a first graph representing the source code with a second graph representing the target domain model.
    Type: Application
    Filed: July 27, 2022
    Publication date: February 1, 2024
    Inventors: Srikanth Govindaraj Tamilselvam, Amith Singhee, Divakar R. Mysore, Radhika Vaddarse
  • Patent number: 11888698
    Abstract: A method, system, and computer program product to manage a network comprising a plurality of interconnected components are described. The method includes obtaining a set of all the components that are part of the network over time, and identifying one or more repeating patterns of components among the set of all the components as corresponding lower-level definitions to generate a hierarchical set of all the components. The method also includes obtaining time-varying information regarding topology and operational values within the network, and creating a representation of the network at a set of times based on the hierarchical set of all the components and the time-varying information.
    Type: Grant
    Filed: May 31, 2022
    Date of Patent: January 30, 2024
    Assignee: Utopous Insights, Inc.
    Inventors: Ulrich A. Finkler, Fook-Luen Heng, Steven N. Hirsch, Mark A. Lavin, Jun Mei Qu, Amith Singhee, Wei Wu
  • Patent number: 11853725
    Abstract: Techniques for recommending microservices to perform the different functions of a legacy architecture are disclosed. In one example, a computer implemented method comprises receiving a plurality of recommendations comprising a plurality of program components as candidates for assignment to a plurality of microservices, and determining roles of respective ones of the plurality of program components. A user interface is provided which is configured to allow a user to modify one or more of the plurality of recommendations based at least in part on the roles. Modifications to the one or more of the plurality of recommendations are analyzed, and one or more metrics are computed based at least in part on the analysis.
    Type: Grant
    Filed: December 6, 2021
    Date of Patent: December 26, 2023
    Assignee: International Business Machines Corporation
    Inventors: Shivali Agarwal, Raunak Sinha, Srikanth Govindaraj Tamilselvam, Amith Singhee
  • Publication number: 20230409417
    Abstract: Described are techniques for exposing an endpoint for a software function used by microservices. The techniques include obtaining software classes of a plurality of microservices and analyzing the software classes to identify a software function that is eligible for conversion to an application programming interface (API) format. The techniques further include determining a server microservice, which hosts a software class that includes the software function, and one or more client microservices that use the software function. The techniques further include generating deployable source code implementing an API that exposes the software function hosted by the server microservice to the one or more client microservices. The API uses a software wrapper to encapsulate software function semantics used by a monolith application refactored into the plurality of microservices.
    Type: Application
    Filed: June 14, 2022
    Publication date: December 21, 2023
    Inventors: Vini Kanvar, Ridhi Jain, Srikanth Govindaraj Tamilselvam, Amith Singhee, Shivali Agarwal
  • Publication number: 20230401051
    Abstract: A method, computer systems and program product to import non-compliant container images is provided. A processor receives a non-compliant container image, wherein the container image is not compliant with a target computing environment. A processor extracts a one or more embeddings from the non-compliant container image. A processor compares the one or more embeddings from the non-compliant container image to a plurality of one or more embeddings from an image catalog. A processor identifies a similar image from the image catalog based on the comparison of layer embeddings from the non-compliant container image and the similar image. A processor deploys the similar image in the target computing environment.
    Type: Application
    Filed: June 14, 2022
    Publication date: December 14, 2023
    Inventors: Ashok Pon Kumar Sree Prakash, Akash Nayak, Giriprasad Sridhara, Padmanabha Venkatagiri Seshadri, Harikrishnan Balagopal, Pablo Salvador Loyola Heufemann, Amith Singhee
  • Publication number: 20230394112
    Abstract: A processor may collect a set of repositories. The processor may filter the set of repositories based on one or more predefined rules. The processor may obtain a high-quality subset from the set of repositories. The high-quality subset may include one or more datum. The processor may split the one or more datum into a high-quality dataset and an uncertain dataset.
    Type: Application
    Filed: June 3, 2022
    Publication date: December 7, 2023
    Inventors: PABLO SALVADOR LOYOLA HEUFEMANN, Harikrishnan Balagopal, Padmanabha Venkatagiri Seshadri, Akash Nayak, Ashok Pon Kumar Sree Prakash, Amith Singhee
  • Patent number: 11836360
    Abstract: Methods, systems, and computer program products for generating multi-dimensional host specific storage tiering are provided herein. A computer-implemented method includes maintaining information of a plurality of storage resources connected to at least one host device; configuring, based at least in part on the information, a plurality of partitions of the storage resources, each partition comprising multiple storage tiers, wherein the plurality of partitions is configured to provide physical migration paths between the multiple storage tiers within each of the partitions; detecting a change to the plurality of storage resources; and reconfiguring the plurality of partitions based at least in part on the detected change.
    Type: Grant
    Filed: December 8, 2021
    Date of Patent: December 5, 2023
    Assignee: International Business Machines Corporation
    Inventors: Krishnasuri Narayanam, Sarvesh S. Patel, Kushal S. Patel, Amith Singhee
  • Patent number: 11768679
    Abstract: Methods, systems, and computer program products for identifying microservices from a monolith application through static code analysis are provided herein. A method includes performing a static code analysis to extract multiple features of a monolith application; partitioning code elements of the monolith application into multiple groups using an agglomerative clustering process, wherein the agglomerative clustering process is based on the extracted multiple features and a set of clustering metrics; obtaining at least one weight corresponding to one or more of: at least one of the multiple features and at least one of the multiple groups; adjusting the groups based on the at least one weight; generating a list of candidate microservices for the monolith application, wherein each candidate microservice in the list corresponds to a different one of the adjusted multiple groups; and outputting the list of candidate microservices to at least one of a system and a user.
    Type: Grant
    Filed: November 30, 2021
    Date of Patent: September 26, 2023
    Assignee: International Business Machines Corporation
    Inventors: Srikanth Govindaraj Tamilselvam, Utkarsh Milind Desai, Amith Singhee
  • Publication number: 20230229508
    Abstract: A method, system, and computer program product for automated increment analysis of legacy applications are provided. The method receives a set of service properties for a service to be generated from a set of applications. The set of applications are associated with a set of resources. A subset of resources are determined based on the set of service properties. The subset of resources are to be included in the service. A resource graph of the subset of resources is generated based on the subset of resources and the set of service properties. The method generates a service increment including at least a portion of the subset of resources based on the resource graph and the set of service properties.
    Type: Application
    Filed: January 18, 2022
    Publication date: July 20, 2023
    Inventors: SHIVALI AGARWAL, SARAVANAN KRISHNAN, AMITH SINGHEE
  • Publication number: 20230194756
    Abstract: A method, system, and computer program product for resource management are described. The method includes selecting trouble regions within the service area, generating clustered regions, and training a trouble forecast model for the trouble regions for each type of damage, the training for each trouble region using training data from every trouble region within the clustered region associated with the trouble region. The method also includes applying the trouble forecast model for each trouble region within the service area for each type of damage, determining a trouble forecast for the service area for each type of damage based on the trouble forecast for each of the trouble regions within the service area, and determining a job forecast for the service area based on the trouble forecast for the service area, wherein the managing resources is based on the job forecast for the service area.
    Type: Application
    Filed: February 10, 2023
    Publication date: June 22, 2023
    Applicant: Utopus Insights, Inc.
    Inventors: Fook-Luen Heng, Zhiguo Li, Stuart A. Siegel, Amith Singhee, Haijing Wang
  • Publication number: 20230176755
    Abstract: Methods, systems, and computer program products for generating multi-dimensional host specific storage tiering are provided herein. A computer-implemented method includes maintaining information of a plurality of storage resources connected to at least one host device; configuring, based at least in part on the information, a plurality of partitions of the storage resources, each partition comprising multiple storage tiers, wherein the plurality of partitions is configured to provide physical migration paths between the multiple storage tiers within each of the partitions; detecting a change to the plurality of storage resources; and reconfiguring the plurality of partitions based at least in part on the detected change.
    Type: Application
    Filed: December 8, 2021
    Publication date: June 8, 2023
    Inventors: Krishnasuri Narayanam, Sarvesh S. Patel, Kushal S. Patel, Amith Singhee
  • Publication number: 20230176831
    Abstract: Techniques for recommending microservices to perform the different functions of a legacy architecture are disclosed. In one example, a computer implemented method comprises receiving a plurality of recommendations comprising a plurality of program components as candidates for assignment to a plurality of microservices, and determining roles of respective ones of the plurality of program components. A user interface is provided which is configured to allow a user to modify one or more of the plurality of recommendations based at least in part on the roles. Modifications to the one or more of the plurality of recommendations are analyzed, and one or more metrics are computed based at least in part on the analysis.
    Type: Application
    Filed: December 6, 2021
    Publication date: June 8, 2023
    Inventors: Shivali Agarwal, Raunak Sinha, Srikanth Govindaraj Tamilselvam, Amith Singhee
  • Publication number: 20230168887
    Abstract: Methods, systems, and computer program products for identifying microservices from a monolith application through static code analysis are provided herein. A method includes performing a static code analysis to extract multiple features of a monolith application; partitioning code elements of the monolith application into multiple groups using an agglomerative clustering process, wherein the agglomerative clustering process is based on the extracted multiple features and a set of clustering metrics; obtaining at least one weight corresponding to one or more of: at least one of the multiple features and at least one of the multiple groups; adjusting the groups based on the at least one weight; generating a list of candidate microservices for the monolith application, wherein each candidate microservice in the list corresponds to a different one of the adjusted multiple groups; and outputting the list of candidate microservices to at least one of a system and a user.
    Type: Application
    Filed: November 30, 2021
    Publication date: June 1, 2023
    Inventors: Srikanth Govindaraj Tamilselvam, Utkarsh Milind Desai, Amith Singhee
  • Patent number: 11645563
    Abstract: Methods, systems, and computer program products for data filtering with fuzzy attribute association are provided herein. A computer-implemented method includes obtaining one or more rules, specified by an expert, that define a partial ranking of a plurality of fuzzy pairings between (i) a plurality of item attributes for items in a data catalog and (ii) a plurality of user attributes related to said items; generating an interactive session with the expert to resolve one or more ambiguities in the one or more rules; and deriving a scoring function based at least in part on (i) the one or more rules and (ii) the resolved one or more ambiguities, wherein the scoring function generates a comparative score between any two items of said data catalog for a given one of the users associated with the plurality of attributes.
    Type: Grant
    Filed: March 26, 2020
    Date of Patent: May 9, 2023
    Assignee: International Business Machines Corporation
    Inventors: Sumanta Mukherjee, Ashok Pon Kumar Sree Prakash, Vijay Ekambaram, Surya Shravan Kumar Sajja, Krishnasuri Narayanam, Harshit Kumar, Amith Singhee
  • Patent number: 11598900
    Abstract: A method, system, and computer program product for resource management are described. The method includes selecting trouble regions within the service area, generating clustered regions, and training a trouble forecast model for the trouble regions for each type of damage, the training for each trouble region using training data from every trouble region within the clustered region associated with the trouble region. The method also includes applying the trouble forecast model for each trouble region within the service area for each type of damage, determining a trouble forecast for the service area for each type of damage based on the trouble forecast for each of the trouble regions within the service area, and determining a job forecast for the service area based on the trouble forecast for the service area, wherein the managing resources is based on the job forecast for the service area.
    Type: Grant
    Filed: April 6, 2021
    Date of Patent: March 7, 2023
    Assignee: Utopus Insights, Inc.
    Inventors: Fook-Luen Heng, Zhiguo Li, Stuart A. Siegel, Amith Singhee, Haijing Wang
  • Patent number: 11531796
    Abstract: A method for guided design generation includes receiving a plurality of image samples for an intended design and generating a first plurality of images by providing a positive latent vector to a first layer out of a plurality of layers and a negative latent vector to remaining layers out of the plurality of layers. Responsive to receiving a first image selection, identifying the first layer out of the plurality of layers generated the first image includes a feature of interest. Determining a feature expression variation for the feature of interest in latent space based on the ranking of a first plurality of generated sample images, wherein the first plurality of generated sample images includes the feature of interest. Responsive to receiving a second plurality of images for a plurality of base features, generating an initial design based on the feature of interest and the plurality of base features.
    Type: Grant
    Filed: August 17, 2020
    Date of Patent: December 20, 2022
    Assignee: International Business Machines Corporation
    Inventors: Ashok Pon Kumar Sree Prakash, Meenakshi Ravisankar, Amith Singhee
  • Patent number: 11516094
    Abstract: One embodiment provides a computer implemented method, including: receiving interaction logs of a plurality of services of an application running on a system; generating an interaction graph identifying interactions between at least the at least one of the plurality of services and other of the plurality of services, wherein the identifying comprises identifying a frequency of interactions between services; determining constraints between at least the at least one of the plurality of services and the other of the plurality of services, wherein the constraints identify services that are dependent upon other services of the plurality of services and a compatibility of services with respect to other services of the plurality of services; and creating a remediation plan for updating the at least one of the plurality of services, wherein the remediation plan identifies a time for updating the at least one of the plurality of services.
    Type: Grant
    Filed: December 3, 2020
    Date of Patent: November 29, 2022
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Aditya Dwivedi, Padmanabha Venkatagiri Seshadri, Arun Kumar, Amith Singhee, Kuntal Dey, Ashok Pon Kumar Sree Prakash
  • Publication number: 20220294700
    Abstract: A method, system, and computer program product to manage a network comprising a plurality of interconnected components are described. The method includes obtaining a set of all the components that are part of the network over time, and identifying one or more repeating patterns of components among the set of all the components as corresponding lower-level definitions to generate a hierarchical set of all the components. The method also includes obtaining time-varying information regarding topology and operational values within the network, and creating a representation of the network at a set of times based on the hierarchical set of all the components and the time-varying information.
    Type: Application
    Filed: May 31, 2022
    Publication date: September 15, 2022
    Applicant: Utopus Insights, Inc.
    Inventors: Ulrich A. Finkler, Fook-Luen Heng, Steven N. Hirsch, Mark A. Lavin, Jun Mei Qu, Amith Singhee, Wei Wu
  • Patent number: 11366650
    Abstract: One embodiment provides a computer implemented method, including: receiving an application to be deployed on a container-based environment; obtaining a specification for the application including information regarding a portion of the application contained within a given container; extracting portion information corresponding to connections between different portions of the application and interferences between different portions of the application; identifying affinity indicators and anti-affinity indicators for the portions of the application, wherein the affinity indicators are based upon the connections between different portions of the application and wherein the anti-affinity indicators are based upon the interferences between different portions of the application; and constructing affinity rules and anti-affinity rules for the containers by combining the affinity indicators to construct affinity rules and combining the anti-affinity indicators to construct anti-affinity rules.
    Type: Grant
    Filed: December 4, 2020
    Date of Patent: June 21, 2022
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Praveen Jayachandran, Amith Singhee, Ashok Pon Kumar Sree Prakash, Chander Govindarajan, Venkatraman Ramakrishna
  • Publication number: 20220182296
    Abstract: One embodiment provides a computer implemented method, including: receiving interaction logs of a plurality of services of an application running on a system; generating an interaction graph identifying interactions between at least the at least one of the plurality of services and other of the plurality of services, wherein the identifying comprises identifying a frequency of interactions between services; determining constraints between at least the at least one of the plurality of services and the other of the plurality of services, wherein the constraints identify services that are dependent upon other services of the plurality of services and a compatibility of services with respect to other services of the plurality of services; and creating a remediation plan for updating the at least one of the plurality of services, wherein the remediation plan identifies a time for updating the at least one of the plurality of services.
    Type: Application
    Filed: December 3, 2020
    Publication date: June 9, 2022
    Inventors: Aditya Dwivedi, Padmanabha Venkatagiri Seshadri, Arun Kumar, Amith Singhee, Kuntal Dey, Ashok Pon Kumar Sree Prakash