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公开(公告)号：US11665180B2
公开(公告)日：2023-05-30
申请号：US16804898
申请日：2020-02-28
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： Jeb R. Linton , Darrel Haswell , Satya Sreenivas , Naeem Altaf , Sanjay Nadhavajhala , Ron Williams , Bradley Evan Harris , John Walter Morris
CPC classification number: H04L63/1416 , G06F18/2155 , G06N3/088 , H04L63/1425
Abstract: Methods and systems for artificially intelligent security incident and event management using an attention-based deep neural network and transfer learning are disclosed. A method includes: collecting, by a computing device, system and network activity events in bulk; forming, by the computing device, a corpus using the collected system and network activity events; correlating, by the computing device, discrete events of the system and network activity events into offenses; adding, by the computing device, additional features to the corpus representing the offenses and disposition decisions regarding the offenses; training, by the computing device, a deep neural network using the corpus; and tuning, by the computing device, the deep neural network for a monitored computing environment using transfer learning.
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公开(公告)号：US20250062826A1
公开(公告)日：2025-02-20
申请号：US18450099
申请日：2023-08-15
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： NEIL DELIMA , Arunava Majumdar , RAHUL GUPTA , Naeem Altaf
IPC: H04B7/185
Abstract: A computer-implemented method, a computer system and a computer program product orchestrate event-driven workloads in a satellite environment. The method includes receiving a workload from a client for deployment to a satellite in a plurality of satellites, where the workload includes requirements. The method also includes obtaining satellite data for each satellite in the plurality of satellites, where the satellite data includes a capability of the satellite and a current status of the satellite. The method further includes determining that the capability of the satellite satisfies the requirements of the workload. In addition, the method includes identifying a relevant satellite in the plurality of satellites based on the current status of the satellite. Lastly, the method includes deploying the workload to a ground station associated with the relevant satellite.
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公开(公告)号：US20220028413A1
公开(公告)日：2022-01-27
申请号：US16937734
申请日：2020-07-24
Applicant: International Business Machines Corporation
Inventor： Jeb R. Linton , Jonathan Samn , Poojitha Bikki , Naeem Altaf
Abstract: An animal audio signature may be collected by a solar powered sound collection device. The solar powered collection device may use a supercapacitor to store power. The animal audio signature may be compared to a database of known animal audio signatures. The database may contain one or more identities for each of the known animal audio signatures. A known animal audio signature that matches the collected animal audio signature may be identified. An identity associated with the known animal audio signature may be transmitted to a data repository over a 5G wireless network.
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公开(公告)号：US20210014209A1
公开(公告)日：2021-01-14
申请号：US16509949
申请日：2019-07-12
Applicant: International Business Machines Corporation
Inventor： Jeb R. Linton , Naeem Altaf , Sanjay Nadhavajhala , Satya Sreenivas
Abstract: Managing anonymous network connections. In one aspect managing anonymous network connections by providing anonymous authentication credentials to a plurality of devices in a hierarchical network, registering a first set of devices at a first data aggregator, determining that the first set of devices at the first aggregator numbers less than a first threshold value, registering the first set of devices with a second aggregator upstream in the hierarchy from the first aggregator, causing data from the first set of devices to be received at the second aggregator.
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公开(公告)号：US20250037459A1
公开(公告)日：2025-01-30
申请号：US18359958
申请日：2023-07-27
Applicant: International Business Machines Corporation
Inventor： Arunava Majumdar , Naeem Altaf , Rahul Gupta , Soumitra Sarkar , Samuel R. Connor , Neil Delima
IPC: G06V20/30 , G06F40/205 , G06F40/279 , G06V10/94 , H04N23/661
Abstract: In an approach for interpreting one or more astronomical events and activating a network of telescopes for optimized observation of the one or more astronomical events, a processor monitors for a set of published content regarding the one or more astronomical events. Responsive to detecting the set of published content, a processor extracts, interprets, and correlates the set of published content to identify an area in space related to the one or more astronomical events for observation. A processor implements a monitoring system, wherein the monitoring system includes one or more registered telescopes of a network of telescopes to autonomously observe the area. A processor signals the one or more registered telescopes to capture an image of the one or more astronomical events. Responsive to the one or more registered telescopes capturing the image, a processor classifies one or more objects in the image. A processor publishes the image.
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Patent Agency Ranking
公开(公告)号：US12147768B2
公开(公告)日：2024-11-19
申请号：US17324043
申请日：2021-05-18
Applicant: International Business Machines Corporation
Inventor： Gandhi Sivakumar , Naeem Altaf , Wesley M Devine , Rizwan Dudekula
IPC: G06F40/30 , G06F16/9032 , G06N20/00
Abstract: A method, apparatus and computer program for detecting natural language (NL) bias by a conversational system is described. Embodiments of the invention determine an NL bias in a set of training questions used to train a machine learning model used by the conversational system to select a user intent. Other embodiments of the invention determine an NL bias in a user question received by the conversation system as compared to the set of training questions. The NL bias causes the machine learning to preferentially associate user queries to a user intent. In respective embodiments, the system takes a corrective action to adjust the NL bias of the training questions or the user question.
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公开(公告)号：US20240171014A1
公开(公告)日：2024-05-23
申请号：US17989154
申请日：2022-11-17
Applicant: International Business Machines Corporation
Inventor： Sarbajit K. Rakshit , Naeem Altaf
Abstract: Providing power to orbiting satellites by providing an array including at least one power supply satellites, receiving a power request from a customer satellite, ensuring angular alignment between a power transmitting element of a supply satellite and a power receiving element of the customer satellite, transmitting power from the supply satellite to the customer satellite, and recording the quantity of power transmitted from the supply satellite to the customer satellite.
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公开(公告)号：US11410675B2
公开(公告)日：2022-08-09
申请号：US16937734
申请日：2020-07-24
Applicant: International Business Machines Corporation
Inventor： Jeb R. Linton , Jonathan Samn , Poojitha Bikki , Naeem Altaf
Abstract: An animal audio signature may be collected by a solar powered sound collection device. The solar powered collection device may use a supercapacitor to store power. The animal audio signature may be compared to a database of known animal audio signatures. The database may contain one or more identities for each of the known animal audio signatures. A known animal audio signature that matches the collected animal audio signature may be identified. An identity associated with the known animal audio signature may be transmitted to a data repository over a 5G wireless network.
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公开(公告)号：US20240428170A1
公开(公告)日：2024-12-26
申请号：US18341150
申请日：2023-06-26
Applicant: International Business Machines Corporation
Inventor： Sarbajit K. Rakshit , Naeem Altaf
IPC: G06Q10/0639
Abstract: A context-aware automation system is presented including performing a business process within a geographical boundary, capturing data from a plurality of sensors and cameras positioned in and around the geographical boundary, the data pertaining to different stages of the business process, detecting contextual changes within the geographical boundary, identifying data insufficiency within the different stages of the business process, requesting a satellite service provider to initiate communication with one or more satellites to obtain complementary business process data based on software-defined satellite rules, transmitting, by the one or more satellites, the complementary business process data based on the software-defined satellite rules to a cloud service provider communicating with one or more user terminals to evaluate a quality of key performance indicators (KPIs) extracted from the complementary business process data, and employing one or more of the KPIs to resolve the data insufficiency within the different stages of the business process.
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公开(公告)号：US20220374604A1
公开(公告)日：2022-11-24
申请号：US17324043
申请日：2021-05-18
Applicant: International Business Machines Corporation
Inventor： Gandhi Sivakumar , Naeem Altaf , Wesley M. Devine , Rizwan Dudekula
IPC: G06F40/30 , G06N20/00 , G06F16/9032
Abstract: A method, apparatus and computer program for detecting natural language (NL) bias by a conversational system is described. Embodiments of the invention determine an NL bias in a set of training questions used to train a machine learning model used by the conversational system to select a user intent. Other embodiments of the invention determine an NL bias in a user question received by the conversation system as compared to the set of training questions. The NL bias causes the machine learning to preferentially associate user queries to a user intent. In respective embodiments, the system takes a corrective action to adjust the NL bias of the training questions or the user question.
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