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公开(公告)号：US20230073564A1
公开(公告)日：2023-03-09
申请号：US17458728
申请日：2021-08-27
发明人： Zhengliang Xue , Bhavna Agrawal , Anuradha Bhamidipaty , Yingjie Li , Shuxin Lin
IPC分类号： G06F30/20
摘要： Temporal and spatially integrated forecast modeling includes generating a plurality of forecast models for a plurality of short-term to long-term time periods for a plurality of locations. Temporally integrating the plurality of forecast models sequentially over the plurality of time periods for the plurality of locations and spatially integrating the temporally integrated plurality of forecast models for each location hierarchically over the geographic areas. The forecast models are autoregressive distributed lag models with different explanatory variables for the short-term and long-term forecast models. The temporally integrating includes recursively integrating the plurality of forecast models over the time periods from the short-term to the long-term time periods and the spatially integrating includes recursively integrating the temporally integrated plurality of forecast models hierarchically from larger size geographic areas to smaller size geographic areas. The method includes optimizing the resultant spatially and temporally integrated forecast model based on a plurality of constraints.
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公开(公告)号：US20220011760A1
公开(公告)日：2022-01-13
申请号：US16923148
申请日：2020-07-08
摘要： Techniques for model fidelity monitoring and regeneration for manufacturing process decision support are described herein. Aspects of the invention include determining that an output of a regression model corresponding to a current time period of decision support for a manufacturing process is not within a predefined range of a historical process dataset, wherein the regression model was constructed based on the historical process dataset, and performing an accuracy and fidelity analysis on the regression model based on process data from the manufacturing process corresponding to a previous time period. Based on a result of the accuracy and fidelity analysis being below a threshold, a mismatch of the regression model as compared to the manufacturing process is determined. Based on determining the mismatch, a temporary regression model corresponding to the manufacturing process is generated, and decision support for the manufacturing process is performed based on the temporary regression model.
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公开(公告)号：US10241786B2
公开(公告)日：2019-03-26
申请号：US15415943
申请日：2017-01-26
摘要： Techniques are provided for performing automated operations to determine maturity of a specified project. Information is received regarding each of a plurality of artifacts associated with the project, such as project documentation, source code repositories, and a tracked issue database for the project. A data sufficiency level associated with each provided artifact is determined, and each artifact is provided to one or more of multiple analysis engines. The analysis engines are executed to produce one or more weighted feature vectors for each of the artifacts associated with the specified project, and input to a prediction engine in order to provide a maturity rating for the project based on the weighted feature vectors.
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公开(公告)号：US09667473B2
公开(公告)日：2017-05-30
申请号：US13780272
申请日：2013-02-28
发明人： Nikolaos Anerousis , Anuradha Bhamidipaty , Shang Q. Guo , Suman K. Pathapati , Daniela Rosu , Mitesh H. Vasa , Anubha Verma , Frederick Wu , Sai Zeng
IPC分类号： G06F15/173 , H04L12/24
CPC分类号： H04L41/065 , H04L41/0654 , H04L41/0686
摘要： One or more embodiments identify server management actions for resolving problems associated with one or more nodes in information technology infrastructure. In one embodiment, a node-ticket record for an information processing node associated with at least one problem ticket is generated. A set of node-ticket clusters is queried based on the node-ticket record. Each of the set of node-ticket clusters maps a set of server management actions to set of historical node-ticket records associated with the node-ticket cluster. The set of server management actions was previously performed to resolve at least one operational problem associated with at least one information processing node. At least one set of server management actions associated with at least one of the set of node-ticket clusters corresponding to the node-ticket record within a given threshold is identified based on the querying.
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公开(公告)号：US20170134484A1
公开(公告)日：2017-05-11
申请号：US15411257
申请日：2017-01-20
发明人： Anuradha Bhamidipaty , Saiprasad Kolluri Venkata Sesha , Gopal S. Pingali , Mark E. Podlaseck , Karthik Sivakumar
IPC分类号： H04L29/08
CPC分类号： H04L67/1074 , G06Q10/101 , G06Q50/01 , H04L67/10 , H04L67/1063 , H04L67/1095 , H04L67/16 , H04L67/306
摘要： A method and associated systems for enabling digital asset reuse. Users are each associated with a collection of digital assets and each user and each asset is assigned an eminence value. When a first user initially accesses an asset, the asset is copied to the first user's collection, thus indicating the first user's favorable view of the asset. When a second user accesses the first user's copy, the asset is copied to the second user's collection, and the eminence of the first user and of the asset are increased. If a third user accesses the second user's copy, the asset is copied to the third user's collection and eminence values of the first and second users and of the asset increase. The second user may locate an asset in the first user's collection through means that include the second user's decision to “follow” the first user.
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公开(公告)号：US20240333739A1
公开(公告)日：2024-10-03
申请号：US18192812
申请日：2023-03-30
发明人： Bhavna Agrawal , Robert Jeffrey Baseman , Jeffrey Owen Kephart , Anuradha Bhamidipaty , Elham Khabiri , Yingjie Li , Srideepika Jayaraman
CPC分类号： H04L63/1425 , H04L41/16
摘要： Detecting and mitigating anomalous system behavior by providing a machine learning model comprising a knowledge graph depicting system entity relationships, and modeling behavioral correlations among system entities according to historical time-series data, receiving real-time time-series data for the system, detecting an anomalous system behavior in a system locale, according to the real-time time-series data, according to the machine learning model and multivariate sensor metrics, diagnosing the anomalous system behavior according to an upstream portion of the knowledge graph and a statistical behavior model for the system locale, and mitigating the anomalous behavior by deriving a recommended action according to the anomalous behavior and generating a work order to implement the recommended action.
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公开(公告)号：US11500705B2
公开(公告)日：2022-11-15
申请号：US16673398
申请日：2019-11-04
发明人： Constantin M. Adam , Anuradha Bhamidipaty , Jayan Nallacherry , Debasisha K. Padhi , Yaoping Ruan , Frederick Y.-F. Wu
IPC分类号： G06F11/00
摘要： An actuator to execute on a server may be automatically selected based on risk of failure and damage to the server. Requirement specification and environment parameters may be received. A subset of actuators may be selected based on a risk threshold from an actuator catalog database storing actuator information and actuator risk metadata associated with a plurality of actuators. The actuator risk metadata may be augmented with risk information. A ranked list of the subset of actuators may be generated based on the actuator risk metadata associated with each actuator in the subset. An actuator in the ranked list may be executed on the server.
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公开(公告)号：US20220058590A1
公开(公告)日：2022-02-24
申请号：US16998486
申请日：2020-08-20
摘要： A computer-implemented method for maintaining equipment in a geo-distributed system includes receiving, by a processor, a selection of quantities to optimize when adjusting a maintenance schedule of the geo-distributed system that includes multiple pieces of equipment that are spread over a geographical region, and wherein the maintenance schedule identifies when a set of maintenance tasks are executed at a first equipment from the geo-distributed system over a predetermined duration. The method further includes generating, by the processor, a mixed-integer linear program for optimizing the maintenance schedule using a set of predetermined constraints. The method further includes executing, by the processor, the mixed-integer linear program via a mixed-integer linear program solver. The method further includes adjusting, by the processor, the maintenance schedule by selecting only a subset of the maintenance tasks.
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公开(公告)号：US10708120B2
公开(公告)日：2020-07-07
申请号：US15456784
申请日：2017-03-13
发明人： Nikolaos Anerousis , Anuradha Bhamidipaty , Shang Q. Guo , Suman K. Pathapati , Daniela Rosu , Mitesh H. Vasa , Anubha Verma , Frederick Wu , Sai Zeng
IPC分类号： G06F15/173 , H04L12/24
摘要： One or more embodiments identify server management actions for resolving problems associated with one or more nodes in information technology infrastructure. In one embodiment, a node-ticket record for an information processing node associated with at least one problem ticket is generated. A set of node-ticket clusters is queried based on the node-ticket record. Each of the set of node-ticket clusters maps a set of server management actions to set of historical node-ticket records associated with the node-ticket cluster. The set of server management actions was previously performed to resolve at least one operational problem associated with at least one information processing node. At least one set of server management actions associated with at least one of the set of node-ticket clusters corresponding to the node-ticket record within a given threshold is identified based on the querying.
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公开(公告)号：US09710792B2
公开(公告)日：2017-07-18
申请号：US14077794
申请日：2013-11-12
CPC分类号： G06Q10/107
摘要： Methods and arrangements for managing one or more electronic messages. An electronic message is obtained. A numerical metric is calculated corresponding to the message, the numerical metric comprising at least one of: a confidence level relating to whether the message has been addressed; and a topic-based distance from a reference. The message is altered, based on the numerical metric, and the altering comprises altering at least one of: an attribute associated with an appearance of the message and a position of the message. Other variants and embodiments are broadly contemplated herein.
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