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公开(公告)号：US20210209102A1
公开(公告)日：2021-07-08
申请号：US16735951
申请日：2020-01-07
申请人： Dell Products L.P.
发明人： Hung Dinh , Sabu K. Syed , Satish Ranjan Das , Manikandan Pammal Rathinavelu , Panguluru Vijaya Sekhar , Kannappan Ramu
IPC分类号： G06F16/2452 , G06F16/248 , G06F16/25 , G06N20/00 , G06N5/04 , G06F16/242
摘要： A method includes receiving a natural language query requesting data from a message oriented middleware infrastructure comprising a plurality of message oriented middleware providers, and analyzing the natural language query to determine one or more types of the data being requested. In the method, one or more queries corresponding to the determined one or more types of the data are dynamically generated. The one or more queries are in native command formats corresponding to respective ones of the plurality of message oriented middleware providers. The method also includes executing the one or more queries in the native command formats to retrieve the data from the plurality of message oriented middleware providers, and providing a response to the natural language query based on the retrieved data to a user via a user interface.
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公开(公告)号：US20210126837A1
公开(公告)日：2021-04-29
申请号：US16666833
申请日：2019-10-29
申请人： Dell Products L.P.
发明人： Hung Dinh , Satish Ranjan Das , Manikandan Pammal Rathinavelu , Jonathan Andrew Hernandez , Peter John Sarkis , Abhijit Mishra , Panguluru Vijaya Sekhar , Tousif Mohammed , Nagireddy Bonthu , Saravanan Kannan , Krishna Mohan Akkinapalli
摘要： A method includes retrieving vendor specific data from one or more message oriented middleware servers of a message oriented middleware infrastructure, and inputting the vendor specific data from the one or more message oriented middleware servers into a back-end database. The vendor specific data is converted into commonly formatted data, and the commonly formatted data is inputted into a front-end database. The method also includes retrieving the commonly formatted data from the front-end database, and displaying the commonly formatted data on a user interface providing a visualization of a topology of the message oriented middleware infrastructure.
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公开(公告)号：US20220222053A1
公开(公告)日：2022-07-14
申请号：US17146817
申请日：2021-01-12
申请人： Dell Products L.P.
发明人： Nilay Mishra , Farook Shaik , Reshma Nair , Gaurav Suwal , Vishnu Prabhu Sundarrajan , Manikandan Pammal Rathinavelu , Bala Kumar , Narendra Kumar , Hung T. Dinh , Vijaya P. Sekhar , Abhijit Mishra , Satish Ranjan Das , Krishna Mohan Akkinapalli
摘要： Methods, apparatus, and processor-readable storage media for implementing extensible upgrade and modification as a service are provided herein. An example computer-implemented method includes processing one or more modifiers, wherein each modifier includes an independent processing unit having a given canonical structure and is configured to execute one or more automated actions related to at least one of application modification and application migration; obtaining data pertaining to multiple applications across multiple computing environments; determining, based at least in part on processing at least a portion of the obtained data, at least one of the one or more modifiers applicable for use in executing at least one of the one or more automated actions in connection with at least a portion of the multiple applications; and executing the at least one of the one or more automated actions using the at least one determined modifier.
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公开(公告)号：US11258675B2
公开(公告)日：2022-02-22
申请号：US16666833
申请日：2019-10-29
申请人： Dell Products L.P.
发明人： Hung Dinh , Satish Ranjan Das , Manikandan Pammal Rathinavelu , Jonathan Andrew Hernandez , Peter John Sarkis , Abhijit Mishra , Panguluru Vijaya Sekhar , Tousif Mohammed , Nagireddy Bonthu , Saravanan Kannan , Krishna Mohan Akkinapalli
IPC分类号： G06F3/0484 , H04L12/24 , H04L29/08 , H04L41/22 , H04L41/026 , H04L67/1097 , H04L41/12 , G06F3/04842
摘要： A method includes retrieving vendor specific data from one or more message oriented middleware servers of a message oriented middleware infrastructure, and inputting the vendor specific data from the one or more message oriented middleware servers into a back-end database. The vendor specific data is converted into commonly formatted data, and the commonly formatted data is inputted into a front-end database. The method also includes retrieving the commonly formatted data from the front-end database, and displaying the commonly formatted data on a user interface providing a visualization of a topology of the message oriented middleware infrastructure.
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公开(公告)号：US11038786B2
公开(公告)日：2021-06-15
申请号：US16670698
申请日：2019-10-31
申请人： Dell Products L.P.
发明人： Hung Dinh , Sabu K. Syed , Bijan Kumar Mohanty , Satish Ranjan Das , Krishna Mohan Akkinapalli , Craig J. Van Der Bogart , Reddeppa Kollu , Kannappan Ramu
摘要： A method includes receiving a plurality of performance metrics from a data streaming infrastructure. The data streaming infrastructure comprises one or more message producers, one or more message brokers and one or more message consumers. In the method, the plurality of performance metrics are analyzed in a machine learning model, and one or more performance issues with the data streaming infrastructure are predicted based on the analyzing.
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公开(公告)号：US10326720B2
公开(公告)日：2019-06-18
申请号：US15588222
申请日：2017-05-05
申请人： Dell Products L.P.
摘要： A method of providing a message queue service includes a first request being received by a computing device from an application to connect to a messaging queue manager provided by a messaging queue service that manages a messaging queue for at least one application. The application connects to the messaging queue manager by executing a single connect API command that causes the execution of a first plurality of commands in a messaging queue service API that provide for a connection of the application to the messaging queue manager. A second request is received from the application to open a message queue. The message queue managed by the messaging queue manager opens by executing a single open queue API command that causes the execution of a second plurality of commands that provide for the opening of the message queue.
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公开(公告)号：US20240311655A1
公开(公告)日：2024-09-19
申请号：US18121252
申请日：2023-03-14
申请人： Dell Products L.P.
发明人： Shashikiran Rajagopal , Alla Bharath , G. Madhanmohan Reddy , Krishna Mohan Akkinapalli , Bijan Kumar Mohanty , Hung T. Dinh , Satish Ranjan Das
IPC分类号： G06N5/022
CPC分类号： G06N5/022
摘要： Methods, apparatus, and processor-readable storage media for implementing topology explorers for message-oriented middleware using machine learning techniques are provided herein. An example computer-implemented method includes obtaining data pertaining to at least one messaging topology associated with at least one message-oriented middleware; predicting one or more anomalies associated with the at least one messaging topology by processing at least a portion of the obtained data using a first set of one or more machine learning techniques; recommending one or more alternate messaging topologies associated with the at least one message-oriented middleware by processing at least a portion of the one or more predicted anomalies and at least a portion of the obtained data using a second set of one or more machine learning techniques; and performing one or more automated actions based on the one or more predicted anomalies and/or the one or more recommended alternate messaging topologies.
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公开(公告)号：US11900091B2
公开(公告)日：2024-02-13
申请号：US17146817
申请日：2021-01-12
申请人： Dell Products L.P.
发明人： Nilay Mishra , Farook Shaik , Reshma Nair , Gaurav Suwal , Vishnu Prabhu Sundarrajan , Manikandan Pammal Rathinavelu , Bala Kumar , Narendra Kumar , Hung T. Dinh , Vijaya P. Sekhar , Abhijit Mishra , Satish Ranjan Das , Krishna Mohan Akkinapalli
摘要： Methods, apparatus, and processor-readable storage media for implementing extensible upgrade and modification as a service are provided herein. An example computer-implemented method includes processing one or more modifiers, wherein each modifier includes an independent processing unit having a given canonical structure and is configured to execute one or more automated actions related to at least one of application modification and application migration; obtaining data pertaining to multiple applications across multiple computing environments; determining, based at least in part on processing at least a portion of the obtained data, at least one of the one or more modifiers applicable for use in executing at least one of the one or more automated actions in connection with at least a portion of the multiple applications; and executing the at least one of the one or more automated actions using the at least one determined modifier.
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公开(公告)号：US20230010417A1
公开(公告)日：2023-01-12
申请号：US17370384
申请日：2021-07-08
申请人： Dell Products L.P.
发明人： Abhijit Mishra , Krishna Mohan Akkinapalli , Satish Ranjan Das , Bijan Kumar Mohanty , Hung Dinh , Saravanan Kannan , SivaMohan Nimmakayala
摘要： A method comprises collecting message-oriented-middleware system parameters from a plurality of message-oriented-middleware clusters, analyzing the parameters using one or more machine learning algorithms, and predicting, based at least in part on the analyzing, at least one anomaly in a message-oriented-middleware cluster of the plurality of message-oriented-middleware clusters. In the method, message metadata is collected from the message-oriented-middleware cluster, and at least part of the message metadata is transmitted to one or more remaining ones of the plurality of message-oriented-middleware clusters. At least the part of the message metadata corresponds to messaging operations to be transferred from the message-oriented-middleware cluster to the one or more remaining ones of the plurality of message-oriented-middleware clusters.
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公开(公告)号：US11461400B2
公开(公告)日：2022-10-04
申请号：US16735933
申请日：2020-01-07
申请人： Dell Products L.P.
发明人： Hung Dinh , Sabu K. Syed , Satish Ranjan Das , Manikandan Pammal Rathinavelu , Panguluru Vijaya Sekhar , Kannappan Ramu
摘要： A method includes receiving a natural language query requesting data from a message oriented middleware infrastructure comprising a plurality of message oriented middleware providers, and analyzing the natural language query to determine one or more types of the data being requested. In the method, one or more stored queries corresponding to the determined one or more types of the data are identified. The one or more stored queries are in native command formats corresponding to respective ones of the plurality of message oriented middleware providers. The method also includes executing the identified one or more stored queries in the native command formats to retrieve the data from the plurality of message oriented middleware providers, and providing a response to the natural language query based on the retrieved data to a user via a user interface.
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