公开(公告)号：US12238061B2

公开(公告)日：2025-02-25

申请号：US17880540

申请日：2022-08-03

Applicant: SAP SE

Inventor： Natesan Sivagnanam

IPC: G06F3/048 ,  G06F15/16 ,  G06N5/00 ,  H04L29/06 ,  H04L51/04 ,  H04L51/18 ,  H04L51/224

Abstract: A method includes receiving by a chat server a client request from a client device communicating with the chat server. The chat server generates a server response that is transmitted to the client device. A nudge repository is searched for a nudge action based on a set of tokens generated from at least a portion of the client request. In response to finding the nudge action, a user cohort to receive the nudge action is determined. A nudge request including the nudge action and the user cohort is generated and transmitted to the chat server. The nudge action is deployed from the chat server to one or more client devices associated with one or more user identifiers in the user cohort. The nudge action is rendered as a nudge at the one or more client devices.

公开(公告)号：US12175308B2

公开(公告)日：2024-12-24

申请号：US18402937

申请日：2024-01-03

Applicant: Capital One Services, LLC

Inventor： Mark Watson ,  Fardin Abdi Taghi Abad ,  Anh Truong ,  Kenneth Taylor ,  Reza Farivar ,  Jeremy Goodsitt ,  Austin Walters ,  Vincent Pham

IPC: G06F9/54 ,  G06F8/71 ,  G06F11/36 ,  G06F16/22 ,  G06F16/242 ,  G06F16/2455 ,  G06F16/248 ,  G06F16/25 ,  G06F16/28 ,  G06F16/335 ,  G06F16/903 ,  G06F16/9032 ,  G06F16/9038 ,  G06F16/906 ,  G06F16/93 ,  G06F17/15 ,  G06F17/16 ,  G06F17/18 ,  G06F18/20 ,  G06F18/21 ,  G06F18/2115 ,  G06F18/214 ,  G06F18/22 ,  G06F18/23 ,  G06F18/24 ,  G06F18/2411 ,  G06F18/2415 ,  G06F18/40 ,  G06F21/55 ,  G06F21/60 ,  G06F21/62 ,  G06F30/20 ,  G06F40/117 ,  G06F40/166 ,  G06F40/20 ,  G06N3/04 ,  G06N3/044 ,  G06N3/045 ,  G06N3/06 ,  G06N3/08 ,  G06N3/088 ,  G06N5/00 ,  G06N5/02 ,  G06N5/04 ,  G06N7/00 ,  G06N7/01 ,  G06N20/00 ,  G06Q10/04 ,  G06T7/194 ,  G06T7/246 ,  G06T7/254 ,  G06T11/00 ,  G06V10/70 ,  G06V10/98 ,  G06V30/194 ,  G06V30/196 ,  H04L9/40 ,  H04L67/00 ,  H04L67/306 ,  H04N21/234 ,  H04N21/81

Abstract: An exemplary system, method, and computer-accessible medium can include, for example, receiving an original dataset(s), receiving a synthetic dataset(s), training a model(s) using the original dataset(s) and the synthetic dataset(s), and evaluating the synthetic dataset(s) based on the training of the model(s). The model(s) can include a first model and a second model, and the first model can be trained using the original dataset(s) and the second model can be trained using the synthetic dataset(s). The synthetic dataset(s) can be evaluated by comparing first results from the training of the first model to second results from the training of the second model.

公开(公告)号：US12175229B2

公开(公告)日：2024-12-24

申请号：US17545332

申请日：2021-12-08

Applicant: Dell Products L.P.

Inventor： Jim Lewei Ji ,  Tianming Zhang ,  Edward Guohua Ding

IPC: G06F8/65 ,  G06F9/455 ,  G06F9/50 ,  G06N5/00

Abstract: An information handling system may receive a request from a particular remote cluster regarding a cluster scaling event; receive first information from a plurality of other remote clusters indicative of a success or a failure of a corresponding cluster expansion event that was performed at such other remote clusters; receive second information from the plurality of other remote clusters indicative of scores for such other remote clusters in a plurality of metrics; determine, based on the first and second information, a ranking of the metrics based on their criticality to the cluster scaling event; receive third information from the particular remote cluster indicative of scores for the particular remote cluster in the plurality of metrics; and determine a likelihood of success for the cluster scaling event based on the determined ranking of the metrics and the scores for the particular remote cluster in the plurality of metrics.

公开(公告)号：US12155543B2

公开(公告)日：2024-11-26

申请号：US17138560

申请日：2020-12-30

Applicant: Cisco Technology, Inc.

Inventor： Jyoti Bansal ,  Bhaskar Sunkara ,  Manoj Acharya ,  Vinay Srinivasaiah ,  Binil Thomas ,  Awais Ahmed

IPC: H04L67/50 ,  G06N5/00 ,  H04L41/5074 ,  H04L43/04 ,  H04L61/10 ,  H04L67/025

Abstract: A system monitors a network or web application provided by one or more distributed applications and provides data for each and every method instance in an efficient low-cost manner. Agents may monitor the performance of the distributed application by the web services and report monitoring data as runtime data to the remote server, for example a controller. The controller may analyze the data to identify one or more performance issues or “hot spot” methods based on current or past performance, functionality, content, or business relevancy. Instructions and/or configuration information may be transmitted by the controller to the agents that correspond to a particular business transaction portion associated with a hot spot. The portions are then monitored to collect data associated with the hot spot and the hot spot data is reported back to the controller.

公开(公告)号：US12099874B2

公开(公告)日：2024-09-24

申请号：US18227079

申请日：2023-07-27

Applicant: ROYAL BANK OF CANADA

Inventor： Hasham Burhani ,  Zichang Long ,  Jonathan Cupillari

IPC: G06F9/50 ,  G06F9/48 ,  G06N5/00 ,  G06N20/00 ,  G06Q40/00

CPC classification number: G06F9/50 ,  G06F9/48 ,  G06F9/4881 ,  G06F9/5005 ,  G06N5/00 ,  G06N20/00 ,  G06Q40/00

Abstract: A system for reinforcement learning in a dynamic resource environment includes at least one memory and at least one processor configured to provide an electronic resource environment comprising: a matching engine and the resource generating agent configured for: obtaining from a historical data processing task database a plurality of historical data processing tasks, each historical data processing task including respective task resource requirement data; for a historical data processing task of the plurality of historical data processing tasks, generating layers of data processing tasks wherein a first layer data processing task has an incremental variant in its resource requirement data relative to resource requirement data for a second layer data processing task; and providing the layers of data processing tasks for matching by the machine engine.

公开(公告)号：US12079735B2

公开(公告)日：2024-09-03

申请号：US17323667

申请日：2021-05-18

Applicant: General Electric Company

Inventor： Kudum Shinde ,  Mahesh Khandeparker

IPC: F01D11/14 ,  F01D5/12 ,  F01D11/22 ,  F01D11/24 ,  F02C7/20 ,  G06N5/00 ,  G06N20/00

CPC classification number: G06N5/00 ,  F01D5/12 ,  F01D11/14 ,  F01D11/22 ,  F01D11/24 ,  F02C7/20 ,  G06N20/00 ,  F05D2270/54 ,  F05D2270/70 ,  F05D2270/709

Abstract: Systems and methods for optimizing clearances within an engine include an adjustable coupling configured to couple a thrust link to the aircraft engine, an actuator coupled to the adjustable coupling, where motion produced by the actuator adjusts a hinge point of the adjustable coupling, sensors configured to capture real time flight data, and an electronic control unit. The electronic control unit receives flight data from the sensors, implements a machine learning model trained to predict clearance values within the engine based on the received flight data, predicts, with the machine learning model, the clearance values within the engine based on the received flight data, determines an actuator position based on the clearance values, and causes the actuator to adjust to the determined actuator position.

公开(公告)号：US20240187474A1

公开(公告)日：2024-06-06

申请号：US18440682

申请日：2024-02-13

Applicant: Sonrai Security Inc.

Inventor： Ben Wuest ,  William Bird ,  Brad Peters ,  Albert Lockett

IPC: H04L67/025 ,  G06F11/34 ,  G06F16/2457 ,  G06N5/00 ,  G06N5/025 ,  H04L67/1097 ,  H04L67/306 ,  H04L67/50 ,  H04L67/51 ,  H04L67/75

CPC classification number: H04L67/025 ,  G06F11/34 ,  G06F16/2457 ,  G06N5/00 ,  G06N5/025 ,  H04L67/1097 ,  H04L67/306 ,  H04L67/51 ,  H04L67/535 ,  H04L67/75

Abstract: A network-accessible service provides an enterprise with a view of identity and data activity in the enterprise's cloud accounts. The service enables distinct cloud provider management models to be normalized with centralized analytics and views across large numbers of cloud accounts. The service enables an enterprise to model all activity and relationships across cloud vendors, accounts and third party stores. Using a domain-specific query language, the system enables rapid interrogation of a complete and centralized data model of all data and identity relationships. User reports may be generated showing all privileges and data to which a particular identity has access. Using the display views, a user can pivot all functions across teams, applications and data, geography, provider and compliance mandates, and the like.

公开(公告)号：US11983649B2

公开(公告)日：2024-05-14

申请号：US17510523

申请日：2021-10-26

Applicant: Microsoft Technology Licensing, LLC

Inventor： Kiran Tomlinson ,  Longqi Yang ,  Mengting Wan ,  Cao Lu ,  Brent Jaron Hecht ,  Jaime Teevan

IPC: G06Q10/00 ,  G06N5/00 ,  G06N5/022 ,  G06N5/04 ,  G06Q10/063

CPC classification number: G06Q10/063 ,  G06N5/022 ,  G06N5/04

Abstract: An enterprise system server, a computer-readable storage medium, and a method for targeted training of inductive multi-organization recommendation models for enterprise applications are described herein. The method includes receiving enterprise application data from remote organization computing systems executing the enterprise application, training per-organization recommendation models for a subset of the organizations, and validating each per-organization recommendation model on enterprise application data corresponding to one or more other organizations. The method also includes calculating a transferability metric for each per-organization recommendation model based on results obtained during validation, determining a specified number of organizations including the best-transferring per-organization recommendation models based on the calculated transferability metrics, and training an inductive multi-organization recommendation model using the enterprise application data from the specified number of organizations. The method further includes utilizing the trained inductive multi-organization recommendation model to provide user recommendations to the remote organization computing systems during execution of the enterprise application.

公开(公告)号：US20240112067A1

公开(公告)日：2024-04-04

申请号：US17936793

申请日：2022-09-29

Applicant: Amazon Technologies, Inc.

Inventor： Shreyas Vathul Subramanian ,  Amey K Dhavle ,  Guvenc Degirmenci ,  Kai Fan Tang ,  Daniel Romero

IPC: G06N20/00 ,  G06N5/00

CPC classification number: G06N20/00 ,  G06N5/003

Abstract: A multitenant solver execution service provides managed infrastructure for defining and solving large-scale optimization problems. In embodiments, the service executes solver jobs on managed compute resources such as virtual machines or containers. The compute resources can be automatically scaled up or down based on client demand and are assigned to solver jobs in a serverless manner. Solver jobs can be initiated based on configured triggers. In embodiments, the service allows users to select from different types of solvers, mix different solvers in a solver job, and translate a model from one solver to another solver. In embodiments, the service provides developer interfaces to, for example, run solver experiments, recommend solver types or solver settings, and suggest model templates. The solver execution service relieves developers from having to manage infrastructure for running optimization solvers and allows developers to easily work with different types of solvers via a unified interface.

公开(公告)号：US11941537B2

公开(公告)日：2024-03-26

申请号：US17959077

申请日：2022-10-03

Applicant: Resolution Products, LLC

Inventor： Brian K. Seemann ,  David J. Mayne ,  Paul G. Saldin ,  Daniel Mondor

IPC: G06N5/02 ,  G06N3/08 ,  G06N5/00 ,  G06N5/022 ,  G06N5/04 ,  H04L12/28 ,  H04L67/12 ,  H04W4/00 ,  H04W4/33 ,  H04W4/38 ,  H04W4/70 ,  H04W4/80 ,  G06N20/00

CPC classification number: G06N5/022 ,  G06N5/04 ,  H04L12/2823 ,  H04L67/12 ,  H04W4/33 ,  H04W4/38 ,  H04W4/70 ,  H04W4/80 ,  G06N3/08 ,  G06N20/00

Abstract: In one implementation, a method for detecting a configuration of wireless sensors within a vicinity includes a method of assessing wireless sensors in the vicinity of an application computing system. The application computing system is operated in a listen mode to receive and record wireless transmissions produced by one or more wireless sensors producing wireless transmissions in the vicinity of the application computing system. The recorded wireless transmissions are evaluated using a rule set that embodies normal operating characteristics of various types of wireless sensors in an operating environment to generate a conclusion regarding at least one attribute of at least one wireless sensor that produced the recorded wireless transmissions. The generated conclusion can be used so that the at least one wireless sensor is utilized in the application computing system.