LIMITING CLOUD PERMISSIONS IN DEPLOYMENT PIPELINES
Granted: September 28, 2023
Application Number:
20230306126
Systems and methods for selectively updating permissions associated with a cloud resource deployment are disclosed. An example method includes receiving a first request to deploy first target cloud resources based on a first specified state defined in a configuration repository, selectively updating deployment permissions associated with the first specified state and deploying the first target cloud resources based at least in part on the first specified state and the updated deployment…
HYBRID ARTIFICIAL INTELLIGENCE GENERATED ACTIONABLE RECOMMENDATIONS
Granted: September 21, 2023
Application Number:
20230297912
A method implements hybrid artificial intelligence generated actionable recommendations. The method includes processing an event to identify an action of an event action set. The event includes an event value. The method further includes processing the event action set to generate an objective value, corresponding to the action, and a probability, corresponding to the action, and to form a model action set from the event action set. The method further includes filtering the model action…
HYBRID ARTIFICIAL INTELLIGENCE GENERATED ACTIONABLE RECOMMENDATIONS
Granted: September 21, 2023
Application Number:
20230297912
A method implements hybrid artificial intelligence generated actionable recommendations. The method includes processing an event to identify an action of an event action set. The event includes an event value. The method further includes processing the event action set to generate an objective value, corresponding to the action, and a probability, corresponding to the action, and to form a model action set from the event action set. The method further includes filtering the model action…
SEED GENERATION FOR ELECTRONIC DATA PERTURBATION
Granted: September 14, 2023
Application Number:
20230289458
Described herein are example implementations for generating a perturbation seed for the perturbation of electronic data. A system obtains a plurality of datapoints (with one or more statistics calculated from the plurality of datapoints to be perturbed based on a perturbation seed). The system calculates one or more metrics from the plurality of datapoints. The system also generates, for each of the one or more metrics, a rounded metric by rounding the metric. The system further…
UNIVERSAL REPORT ENGINE
Granted: September 14, 2023
Application Number:
20230289359
A method including receiving a first command including both a data extraction expression and a first report configuration expression. The data extraction expression includes program code for extracting fields of a dataset of a data source. The first report configuration expression includes program code configured to populate cells of first dimensions of a first report and to generate a first tree including subset nodes including records of the dataset. The first command is executed by…
LANGUAGE AGNOSTIC ROUTING PREDICTION FOR TEXT QUERIES
Granted: September 7, 2023
Application Number:
20230281399
Embodiments disclosed herein provide language-agnostic routing prediction models. The routing prediction models input text queries in any language and generate a routing prediction for the text queries. For a language that may have sparse training text data, the models, which are machine learning models, are trained using a machine translation to a prevalent language (e.g., English) to the language having sparse training text data -with the original text corpus and the translated text…
CHURN PREVENTION USING GRAPHS
Granted: August 31, 2023
Application Number:
20230274292
A method implements churn prevention using graphs. The method includes receiving clickstream data, which includes an event, of a user session with an application. The method further includes identifying the event as corresponding to a churn user account and mapping the event to a pair of nodes of a graph. The method further includes updating a churn user count of the pair of nodes in response to identifying the event as corresponding to the churn user account. The method further includes…
CHURN PREDICTION USING CLICKSTREAM DATA
Granted: August 31, 2023
Application Number:
20230274291
A method implements churn prediction using clickstream data. The method includes receiving clickstream data of a user and converting the clickstream data to a token list. The method further includes processing the token list with a first recurrent layer, a second recurrent layer, and an attention layer of a machine learning model to generate a churn risk. The method further includes executing a reactivation action in response to the churn risk.
LOGIN CLASSIFICATION WITH SEQUENTIAL MACHINE LEARNING MODEL
Granted: August 31, 2023
Application Number:
20230273982
A method includes extracting attribute values of attributes from login events, filtering the attribute values based on correlation between the attributes and classes to obtain filtered attributes values, and generating a vector embedding of the filtered attributes values to obtain login vectors. The method further includes executing a sequential machine learning model on the login vectors to determine a class of the classes, and outputting the class.
SYSTEM AND METHOD FOR MULTITENANT KEY DERIVATION
Granted: August 17, 2023
Application Number:
20230261855
Systems and methods that may be used to provide multitenant key derivation and management using a unique protocol in which key derivation may be executed between the server that holds the root key and a client that holds the derivation data and obtains an encryption key. In one or more embodiments, the derivation data may be hashed. The disclosed protocol ensures that the server does not get access to or learn anything about the client's derived key, while the client does not get access…
SYSTEM AND METHOD FOR ASSOCIATING LOGS TO REPOSITORIES USING SOURCE CODE
Granted: August 3, 2023
Application Number:
20230244474
A method includes receiving event strings from source code repositories, creating, for the source code repositories, digests of keywords, receiving log strings, and aggregating the log strings into a log group. The method further includes comparing the digests to the log group to generate scores, whereby the scores correlate the digests to the log group. The method further includes selecting a source code repository from the source code repositories according to the scores, and…
MULTIMODAL MULTITASK MACHINE LEARNING SYSTEM FOR DOCUMENT INTELLIGENCE TASKS
Granted: August 3, 2023
Application Number:
20230245485
Multimodal multitask machine learning system for document intelligence tasks includes a feature extractor processing token values obtained from a document to obtain features, and a token extraction head classifying, using the features, the token values to obtain classified tokens. The classified tokens are aggregated into entities. A document classification model is executed on the features to classify the document and obtain a document label prediction. Further a confidence head model…
CARD READER BASED PAYMENT TRANSACTIONS FROM A WEB BROWSER
Granted: August 3, 2023
Application Number:
20230245082
A browser executing on a computer terminal associated with a merchant receives a payment request for a purchase by a customer from the merchant. The computer terminal transmits, over a communications network to a mobile communication device associated with the customer, a push notification including the payment request and a set of instructions. The payment request indicates an identifier and amount of the purchase. The set of instructions causes the mobile communication device to…
TRAINING AN ENSEMBLE OF MACHINE LEARNING MODELS FOR CLASSIFICATION PREDICTION USING PROBABILITIES AND ENSEMBLE CONFIDENCE
Granted: August 3, 2023
Application Number:
20230245004
A method including training predictor machine learning models (MLMs) using a first data set. The trained predictor MLMs are trained to predict classifications of data items in the first data set. The method also includes training confidence MLMs using second classifications, output by the trained predictor MLMs. The method also includes generating an aggregated ranked list of classes based on third classifications output by the trained predictor MLMs and second confidences output by the…
GENERATION OF CONVERSATIONAL TASK COMPLETION STRUCTURE
Granted: August 3, 2023
Application Number:
20230244958
A method that includes obtaining, for a task, a help file including steps, and generating, from the help file, a knowledge graph for the task, the knowledge graph includes nodes connected by directed edges. Generating the knowledge graph includes, for a step of the set of steps obtaining, from the step, a first step attribute value defining an action type of an action specified by the step, generating a natural language instruction based on the action type and a second step attribute…
SYSTEM AND METHOD FOR REFERENCE VALIDATION OF SPREADSHEET
Granted: August 3, 2023
Application Number:
20230244863
A method includes establishing a connection with a spreadsheet at a source location, receiving at least one selected field from an entry in the spreadsheet at the source location, and generating an assured reference record for the entry using at least one value in the at least one selected field. The assured reference record includes an assurance value and a reference to the entry at the source location. The method further includes storing, at a second location, the assured reference…
TABLE DISCOVERY SERVICE
Granted: August 3, 2023
Application Number:
20230244670
A method implements a table discovery service. The method includes receiving a query string, converting the query string to a query graph, and identifying a selected graph, of a set of graphs, that matches the query graph. The method further includes transmitting a notification identifying a previously generated table corresponding to the selected graph, receiving a notification response to accept the previously generated table, and transmitting data from the previously generated table…
INTELLIGENT PARITY SERVICE WITH DATABASE QUERY OPTIMIZATION
Granted: August 3, 2023
Application Number:
20230244661
A method for performing a parity check of a table by a software application may include obtaining, from a data lake, data lake records stored in the table during a time interval, obtaining partitioning information used to partition the table in a database during the time interval, extracting, from the data lake records and for the partitioning information, partition identifiers stored in the table during the time interval, generating a partition-specific database query including a…
DATABASE AUTO-DOCUMENTATION SYSTEMS AND METHODS
Granted: August 3, 2023
Application Number:
20230244658
Systems and methods are described for automatically documenting queries and dynamically populating interactive graphical user interfaces with query recommendations. A computing system receives an initial query from an interactive graphical user interface and asynchronously parses the query for strings matching predetermined phrases. In response to determining that the initial query recites strings matching the predetermined phrases, the system extracts metadata and identifies a table…
GRAPHICAL USER INTERFACE FOR CONVERSATIONAL TASK COMPLETION
Granted: August 3, 2023
Application Number:
20230244511
A method includes obtaining a help file including steps for a task and generating a knowledge graph including instructions corresponding to the steps. The method further includes extracting, from a user input of a user, an intent to complete the task. Responsive to extracting the intent to complete the task, obtaining the knowledge graph is obtained. Using the knowledge graph, an instruction of the knowledge graph is presented to perform an action in a workflow to complete the task.
