Patents Assigned to FMR LLC
  • Patent number: 12182566
    Abstract: Methods and apparatuses for automated software container rehydration and deployment include a server that updates a container image for a software application by modifying layers of the container image and deploying the updated container image as a first container in a passive production environment. For a plurality of traffic volumes, the server: a) increases application traffic directed to the first container to a first traffic volume, b) monitors service level indicators associated with performance of the first container, c) increases the application traffic directed to the first container to a higher traffic volume upon determining that the service level indicators are within a performance threshold, and d) repeats steps b) and c) until the application traffic is increased to a highest traffic volume and the service level indicators are within the performance threshold. The server deploys the updated container image as a second container in an active production environment.
    Type: Grant
    Filed: June 28, 2024
    Date of Patent: December 31, 2024
    Assignee: FMR LLC
    Inventors: Amit Mawkin, Peter Davies, Sancho Chittillappily Sebastine, Aravind Arumugham, Dilip Kumar Raghupatruni, Robert Rosum
  • Patent number: 12174864
    Abstract: Methods and apparatuses are described for automatic intelligent query suggestion for information retrieval applications. A server a) determines candidate intents associated with user input text received from a remote device, including applying a trained intent classification model to the user input text to predict candidate intents. The server b) calculates a likelihood value for each of the candidate intents. The server c) compiles a list of suggested queries based upon the candidate intents and associated likelihood values. The server d) identifies a subset of the list of suggested queries for display on the remote device. Upon detecting an update to the user input text at the remote device, the server repeats steps a) to d) using the updated user input text, or upon detecting a selection of one of the suggested queries at the remote device, the server retrieves content responsive to the selected query.
    Type: Grant
    Filed: September 28, 2023
    Date of Patent: December 24, 2024
    Assignee: FMR LLC
    Inventors: Sachin Umrao, Manish Gupta, Matthew McGrath, Bibhash Chakrabarty, Sorin Roman
  • Patent number: 12169870
    Abstract: Methods and apparatuses are described for automatic data-driven optimization of a target outcome using machine learning. A server generates a first feature dataset and applies a trained outcome prediction model to the first feature dataset as input to generate a second feature data set and a first predicted value for a target outcome. The server displays the first predicted value on a client device. The server receives input corresponding to one or more preferences or constraints from the client device and adjusts the trained outcome prediction model based upon the received input to incorporate the one or more preferences or constraints. The server applies the adjusted outcome prediction to the second feature dataset as input to generate a third feature data set a second predicted value for the target outcome. The server displays the second predicted value on the client device.
    Type: Grant
    Filed: February 13, 2023
    Date of Patent: December 17, 2024
    Assignee: FMR LLC
    Inventors: Doruk Kilitcioglu, Serdar Kadioglu
  • Patent number: 12165384
    Abstract: Methods and apparatuses are described for automated cross-browser user interface testing. A computing device captures (i) a first image file corresponding to a first current user interface view of a web application on a first testing platform and (ii) a second image file corresponding to a second current user interface view of a web application on a second testing platform. The computing device prepares the image files, and compares the prepared image files using a structural similarity index measure. The computing device determines that the prepared first image file and the prepared second image file represent a common user interface view when the structural similarity index measure is within a predetermined range. The computing device highlights corresponding regions that visually diverge from each other in each of the prepared image files and transmits a notification message comprising the highlighted image files.
    Type: Grant
    Filed: May 17, 2022
    Date of Patent: December 10, 2024
    Assignee: FMR LLC
    Inventors: Natesh Lakshman Rao, Lakshmi Radhakrishnan, Ankita Upadhyay, Pallwee
  • Patent number: 12158838
    Abstract: Methods and systems are described for web object maintenance in a software application testing environment using reinforcement learning. A server detects failure of a test script caused by a web object of the software application. The server identifies the web object that caused the failure using code elements extracted from a webpage, including: determining, for each code element, actions to be performed against the code element, executing a deep neural network model to generate a reward value by applying each action to properties of the code element, selecting the code element having a maximum reward value, and classifying the code element upon comparing properties of the selected code element to properties of web objects in a repository. The server updates a web object in the repository to comprise the selected code element and the properties. The server resumes execution of the test script using the updated web object.
    Type: Grant
    Filed: December 18, 2023
    Date of Patent: December 3, 2024
    Assignee: FMR LLC
    Inventors: Devanathan Kandhasamy, Vinod Kumar Balaraman
  • Patent number: 12154203
    Abstract: Methods and apparatuses are described for generating customized, context-specific visual artifacts using artificial intelligence (AI). A server computing device captures input data from one or more remote computing devices, the input data associated with one or more users. The server computing device creates one or more visual artifacts based upon the input data, each of the one or more visual artifacts associated with one or more of the users. The server computing device integrates the visual artifacts into a communication session associated with the remote computing devices.
    Type: Grant
    Filed: October 27, 2023
    Date of Patent: November 26, 2024
    Assignee: FMR LLC
    Inventors: Yael Alkalay, Kalyan Prakash Katika, John C. McDonough
  • Patent number: 12153949
    Abstract: Methods and apparatuses are described for provisioning and managing data orchestration platforms in a cloud computing environment. A server provisions in a first region a first data orchestration platform comprising (i) a first data transformation instance, (ii) first endpoints, and (iii) a first data integration instance. The server provisions in a second region a second data orchestration platform comprising (i) a second data transformation instance, (ii) second endpoints, and (iii) a second data integration instance. The server integrates the first data integration instance and the second data integration instance with an identity authentication service. The server monitors operational status of the first orchestration platform and the second orchestration platform using a monitoring service. The server refreshes virtual computing resources in each of the first orchestration platform and the second orchestration platform using a rehydration service.
    Type: Grant
    Filed: September 6, 2023
    Date of Patent: November 26, 2024
    Assignee: FMR LLC
    Inventors: Terence Doherty, Saurabh Singh, Aniruththan Somu Duraisamy, Digvijay Narayan Singh, Avinash Mysore Geethananda, Aravind Ganesan
  • Patent number: 12147802
    Abstract: A computerized method is provided for extracting and visualizing data related to software development. The method includes receiving, by a computing device, a plurality of logs corresponding to respective ones of a plurality of code repositories associated with developing the software. Each code repository includes a Version Control System (VCS) configured to maintain the corresponding log and a plurality of code files associated with the development of the software over a time period. The method also includes extracting data from each log data, including dates of commit and commit messages over the time period associated with the code files. The method further includes analyzing the extracted data across the plurality of code repositories to determine information about one or more release events for the software and visualizing the one or more release events in a timeline view to graphically illustrate a development history of the software.
    Type: Grant
    Filed: April 15, 2022
    Date of Patent: November 19, 2024
    Assignee: FMR LLC
    Inventors: Mary Seery, Edward O'Loughlin, Oluchi Anyabuike, Patricia Linehan
  • Patent number: 12147559
    Abstract: Methods and systems for secure geolocation-based data access control include a server that captures a data access request from a remote device and determines whether the requestor geolocation corresponds to a non-restricted zone or a restricted zone. The server determines whether the requestor identity has permission to receive a full view or a masked view of data. The server retrieves data responsive to the data query and generates a response to the data access request, the response including a full view or a masked view of the retrieved data. When the generated response comprises a masked view, the server determines that the user of the remote device has requested a full view of the responsive data, authenticates the remote device using the requestor identity, and updates the generated response to comprise the full view of the retrieved data. The server device transmits the generated response to the remote device.
    Type: Grant
    Filed: December 29, 2023
    Date of Patent: November 19, 2024
    Assignee: FMR LLC
    Inventors: Umesh Bangalore Rangappa, Krishnaraj Sooji, Prabhu Karthik Ganesan
  • Patent number: 12124435
    Abstract: Automated intelligent correction of erroneous data for uninterrupted transaction processing includes a server that captures real-time transaction data from a transaction message stream. The server determines errors in the real-time transaction data for the transaction. The server identifies a trained artificial intelligence (AI) model from a plurality of trained AI models based upon the determined errors and executes the identified AI model using the real-time transaction data as input to correct the errors. The server determines a workflow state of the transaction using the real-time transaction data. The server generates a message for insertion in the transaction message stream, the message comprising the corrected real-time transaction data. The server inserts the generated message in the transaction message stream.
    Type: Grant
    Filed: March 8, 2024
    Date of Patent: October 22, 2024
    Assignee: FMR LLC
    Inventors: Douglas Alves, Christopher Parsons
  • Patent number: 12124485
    Abstract: Methods and apparatuses are described for disambiguating unrecognized abbreviations in search queries using machine learning. A server computing device detects unrecognized abbreviations in an initial search query received from a user of a client computing device. The server generates candidate words for each of the unrecognized abbreviations in the initial search query. For each of the abbreviations, the server executes a trained disambiguation machine learning model using the candidate words as input to generate, for each candidate word, a probability that the candidate word is intended by the user to be an expansion of the unrecognized abbreviation. The server selects one of the candidate words as a replacement word for the unrecognized abbreviation. The server generates a new search query by replacing each of the unrecognized abbreviations in the initial search query with the corresponding replacement word and retrieves search results by executing a search using the new search query.
    Type: Grant
    Filed: August 29, 2022
    Date of Patent: October 22, 2024
    Assignee: FMR LLC
    Inventor: Yourong Xu
  • Patent number: 12118478
    Abstract: Systems and methods for deriving classification rules from documents and a database using rule-based machine learning. The method includes extracting first variables from documents corresponding to an organization. The method further includes extracting second variables from a database corresponding to the organization. The method also includes filtering the extracted second variables based on at least one of null values, repeat variables, location variables, ID variables, or data variables. The method further includes deriving first classification rules based on the first variables using a rule-based machine learning algorithm. The method also includes calculating an accuracy of the derived first classification rules. The method also includes deriving second classification rules based on the first variables and the filtered second variables. The method further includes determining a suggested additional variable based on the derived second classification rules and the calculated accuracy.
    Type: Grant
    Filed: August 20, 2020
    Date of Patent: October 15, 2024
    Assignee: FMR LLC
    Inventors: Pramod Divakarmurthy, Hua Zhai Solomon, Nikhil Raikar, Prabhakar Mani, Amol Vinayak Jadhav, Behlool Sabir, Yugang Jia, Bidhan Roy, Mark Homer
  • Patent number: 12113934
    Abstract: A computer-implemented method is provided for quantitative performance evaluation of a call agent. The method comprises converting an audio recording of a call between the call agent and a customer to a text-based transcript and identifying at least one topic for categorizing the transcript. The method also includes retrieving a set of criteria associated with the topic. Each criterion correlates to a set of predefined questions for interrogating the transcript to evaluate the performance of the call agent with respect to the corresponding criterion. Each question captures a sub-criterion under the corresponding criterion. The method further includes inputting the predefined questions and the transcript into a trained large language model to obtain scores for respective ones of the predefined questions. Each score measures a degree of satisfaction of the performance of the call agent during the call with respect to the sub-criterion captured by the corresponding predefined question.
    Type: Grant
    Filed: April 4, 2024
    Date of Patent: October 8, 2024
    Assignee: FMR LLC
    Inventors: Bryan Dempsey, Saquib Ilahi, Jenson Joy, Nirupam Sarkar, Murad Maayah, Abigail Parker, Meagan Gilbert, Derek Kaschl
  • Patent number: 12111906
    Abstract: Methods and apparatuses are described for generating a digital image using an unencrypted key. A server computing device generates an initial digital image comprising a plurality of image areas. The server computing device converts an unencrypted key associated with a remote computing device into an encrypted key using an encryption algorithm. The server computing device assigns a color value to each character of the encrypted key. The server computing device maps each character of the encrypted key to one of the plurality of image areas of the initial digital image. The server computing device generates an updated digital image by applying, to each of the plurality of image areas, a color that corresponds to the color value assigned to the character of the encrypted key that is mapped to the image area. The server computing device stores the updated digital image in a database record.
    Type: Grant
    Filed: October 18, 2021
    Date of Patent: October 8, 2024
    Assignee: FMR LLC
    Inventors: Catherine Clarke, Daniel Brown, Tanvi Sehgal, Srishti Saboo, Anne-Marie Tattan, Tess Wilde
  • Patent number: 12107874
    Abstract: Methods and apparatuses are described for automated intelligent detection and mitigation of cyber security threats. A server receives application log data from application servers and analyzes the log data to identify indicia of potential cyber security threats. The server executes a trained threat modeler against the log data and the indicia of potential cyber security threats to identify indicia of actual cyber security threats. The server determines whether a remediation action exists for the identified actual cyber security threats. If a remediation action exists: the server executes the remediation action at the application servers to resolve the actual cyber security threat. If a remediation action does not exist: the server generates remediation parameters based upon the indicia of the actual cyber security threat, generates source code for a software package based upon the remediation parameters, and executes the software package at the application servers to resolve the cyber security threat.
    Type: Grant
    Filed: July 7, 2020
    Date of Patent: October 1, 2024
    Assignee: FMR LLC
    Inventor: Mrinal Malhotra
  • Patent number: 12099627
    Abstract: Methods and apparatuses are described for secure compliant storage of server access data. A server computing device generates one or more access logs based upon data access requests executed on a first compliant data storage container comprising a plurality of files. The server computing device stores the one or more access logs in a non-compliant data storage container and establishes a second compliant data storage container. The server computing device retrieves, from the non-compliant data storage container, the access logs stored therein and stores the access logs in the second compliant data storage container.
    Type: Grant
    Filed: August 9, 2021
    Date of Patent: September 24, 2024
    Assignee: FMR LLC
    Inventor: Bude Saheb Shaik
  • Patent number: 12086052
    Abstract: Systems and methods are described herein for generating compliance indicators on a user interface corresponding to maturity levels of a continuous integration/continuous deployment system. A server captures compliance data corresponding to development status associated with a software application comprising newly-added source code. The server determines whether a plurality of maturity levels of a continuous integration system are completed for the software application based upon the captured compliance data. The server generates a plurality of compliance indicators, each of the compliance indicators corresponding to one of the maturity levels that is completed. The server generates for display the generated compliance indicators on a user interface of a user device communicatively coupled to the server.
    Type: Grant
    Filed: July 11, 2022
    Date of Patent: September 10, 2024
    Assignee: FMR LLC
    Inventors: Anila Kumar Choudhury, Christopher Michael Allardice, Charlet Celina, James Brandon Gilbert Smith, Karl Hugo Ulrich
  • Patent number: 12086170
    Abstract: A computer implemented method is provided for automatically determining a response to an input query. The method includes searching at a first stage a data repository using the input query. The data repository is configured to store historical queries and their corresponding responses. The search is adapted to determine a plurality of historical queries related to the input query and historical responses corresponding to the related historical queries. The method also includes clustering the plurality of historical responses into one or more response groups, where each response group includes one or more similar historical responses. The method additionally includes searching at a second stage a content management system (CMS) to determine if there is at least one similar response to at least one historical response in each response group. The CMS is configured to store standard responses to anticipated queries.
    Type: Grant
    Filed: November 4, 2022
    Date of Patent: September 10, 2024
    Assignee: FMR LLC
    Inventors: Ron Zacharia, Yen-Min Huang, Henry Gengiti, Derek Kaschl, Ashley Ducharme
  • Patent number: 12063160
    Abstract: A method for automatically connecting a computing device to one of a first virtual private network (VPN) and a second VPN over a network includes receiving, by the computing device from a server system over the network, availability indicia. The method also includes obtaining, by the computing device, a priority status indicating one of a high priority and a low priority. The method further includes determining, by the computing device, a connection VPN selected from the group consisting of the first VPN and the second VPN, the determination based on at least one of the availability indicia and the priority status of the computing device. The method includes establishing, by the computing device over the network, a connection to the connection VPN. The first VPN is prioritized over the second VPN.
    Type: Grant
    Filed: April 28, 2023
    Date of Patent: August 13, 2024
    Assignee: FMR LLC
    Inventors: Palavalli Govindaraju Raghunandan, Syed Muzamil, Hari Balaji Srinivasan
  • Patent number: 12039459
    Abstract: Systems and methods for aggregating a dependency structure based on application logging data, application metadata, customer intent and journey, organizational structure, and operational support information. The method includes receiving data using an application programming interface. The method further includes, for each user, determining a start point and an end point corresponding to user activity on a networked system. The method also includes, for each user, determining a task based on the start point and end point corresponding to the user activity. The method further includes, for each user, determining operations data corresponding to the user activity. The method also includes, for each user, determining a dependency structure based on the task and the operations data. The method also includes aggregating the dependency structure, the task, and the operations data into a visualization. The method further includes generating for display the visualization on a user device.
    Type: Grant
    Filed: April 7, 2022
    Date of Patent: July 16, 2024
    Assignee: FMR LLC
    Inventors: Austin L. Miller, IV, Priyabrata Nandi, Benjamin Cutter, Jiuan Ng, Subash Hewa Widana Gamage, Chetan Mahajan, Russell Scot Brocklehurst