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公开(公告)号：US20210334194A1
公开(公告)日：2021-10-28
申请号：US16855565
申请日：2020-04-22
Applicant: International Business Machines Corporation
Inventor： Jin Xiao , Anup Kalia , Chin Lin , Raghav Batta , Saurabh Sinha , John Rofrano , Maja Vukovic
Abstract: Systems, computer-implemented methods, and computer program products to facilitate generation of microservices from a monolithic application based on runtime traces are provided. According to an embodiment, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise a model component that learns cluster assignments of classes in a monolithic application based on runtime traces of executed test cases. The computer executable components can further comprise a cluster component that employs the model component to generate clusters of the classes based on the cluster assignments to identify one or more microservices of the monolithic application.
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公开(公告)号：US20210294600A1
公开(公告)日：2021-09-23
申请号：US16823649
申请日：2020-03-19
Applicant: International Business Machines Corporation
Inventor： Anup Kalia , Jin Xiao , Jinho Hwang , Maja Vukovic , John Rofrano
Abstract: A system can include a memory that stores computer-executable components and a processor, operably coupled to the memory, that can execute the computer-executable components stored in the memory. The computer-executable components can include a model generator component that can execute a search function on an application based on a set of application component topics to identify application components of the application that facilitate execution of the application. A configuration property extractor component can analyze the application based on the application components and can determine configuration properties associated with operating the application components. An application builder component can process the application components and the configuration properties and can generate instructions that facilitate execution of the application in a target computing environment.
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公开(公告)号：US11062088B2
公开(公告)日：2021-07-13
申请号：US15838827
申请日：2017-12-12
Applicant: International Business Machines Corporation
Inventor： Nikolaos Anerousis , Anup Kalia , Frederick Yung-Fung Wu , Jin Xiao , Maja Vukovic
Abstract: Techniques facilitating causing a information technology change service action in response to a received instructive command are provided. In one example, a computer-implemented method can comprise receiving a command from a device, wherein an intent of the command relates to performing an information technology change service action. The computer-implemented method can also comprise determining the intent of the command and selecting a service from a federation of services based on the information indicative of the intent of the command. The computer-implemented method can further comprise ordering the service relative to another service of the federation of services based on a determined level of confidence that the service will facilitate performing the information technology change service action. Moreover, the computer-implemented method can comprise activating the service based on an order of the service relative to the other service and the information indicative of the intent of the command.
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公开(公告)号：US20200250195A1
公开(公告)日：2020-08-06
申请号：US16267482
申请日：2019-02-05
Applicant: International Business Machines Corporation
Inventor： Jinho Hwang , Anup Kalia , Muhammed Fatih Bulut , Maja Vukovic , Jin Xiao , Rohit Madhukar Khandekar , Raghav Batta
IPC: G06F16/2457 , G06N3/04 , G06F11/14 , G06N5/02
Abstract: A system, program product, and method for use with an information handling system to detect and resolve faults in a run-time environment. As faults are detected, one or more corresponding general query responses are identified and subject to a ranking based on relevance criteria. At least one modified response is transformed into a command, selectively blended with context, and encoded as a context aware instruction. The instruction is subject to testing with corresponding output being subject to measurement.
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公开(公告)号：US20190019221A1
公开(公告)日：2019-01-17
申请号：US15649272
申请日：2017-07-13
Applicant: International Business Machines Corporation
Inventor： Bhavna Agrawal , Nikolaos Anerousis , Frank A. Schaffa , Jin Xiao
Abstract: Content is selectively provided to users of mobile devices within a venue including an on-site wireless network. User authorization requests and/or user account registration data are transmitted to the on-site wireless network from mobile devices within the venue. Attributes such as user interests and professions, which comprise inferred user profiles, are obtained using the network traffic data. Identities of mobile devices are established based on a combination including two or more of network identifiers, mobile device signatures, and browser signatures. The inferred user profiles are correlated with the mobile device identities. The inferred user profiles are aggregated into user profile groups and then matched with a content provider's intended target profiles. Content is transmitted to the mobile devices corresponding to the intended target profiles and based on correlation of the inferred user profiles with identities of the devices. Inferred user profiles may be verified using social and/or geographical data.
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Patent Agency Ranking
公开(公告)号：US20170054641A1
公开(公告)日：2017-02-23
申请号：US14830964
申请日：2015-08-20
Applicant: International Business Machines Corporation
Inventor： Nikolaos Anerousis , Jinho Hwang , Jin Xiao
IPC: H04L12/801 , H04W24/08
CPC classification number: H04W24/08 , H04L47/823
Abstract: Predictive network traffic management in a computer network. Information relating to events likely to have an adverse impact on network traffic, based on predefined parameters of network performance, is collected from the Internet. Details that may be used to predict network traffic density is extracted from the collected events information, and a predicted traffic density, based on the details is generated. Based on the predicted network traffic density, a traffic pattern is generated. A best-matching traffic pattern template to the generated traffic pattern is identified in a store of traffic pattern templates. Based on the best-matching traffic pattern template, bandwidth on the network is provisioned via an SDN controller.
Abstract translation: 计算机网络中的预测性网络流量管理。 根据网络性能的预定义参数，可能对网络流量有不利影响的事件信息从互联网收集。 从收集的事件信息中提取可用于预测网络流量密度的细节，并且基于细节生成预测的交通密度。 根据预测的网络流量密度，生成流量模式。 在业务模式模板的存储中识别出与生成的流量模式的最佳匹配流量模式模板。 基于最佳匹配的流量模式模板，通过SDN控制器提供网络带宽。
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公开(公告)号：US11928519B2
公开(公告)日：2024-03-12
申请号：US17162069
申请日：2021-01-29
Applicant: International Business Machines Corporation
Inventor： Anup Kalia , Changhua Sun , HongLei Guo , Zhili Guo , Zhong Su , Jin Xiao , Maja Vukovic , Shawn Dsouza
CPC classification number: G06F9/5055 , G06F9/45529 , G06F9/5077 , G06N5/025
Abstract: Systems, computer-implemented methods, and computer program products to facilitate modernization of an application are provided. According to an embodiment, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise a determination component that determines one or more relevant surrounding contexts for a raw entity. The computer executable components also can comprise a matching component that matches the one or more relevant surrounding contexts with one or more known surrounding contexts of one or more known entities. The computer executable components further can comprise a type identification component that identifies an entity type for the raw entity based on the matching of the one or more relevant surrounding contexts with the one or more known surrounding contexts.
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公开(公告)号：US11922181B2
公开(公告)日：2024-03-05
申请号：US17474567
申请日：2021-09-14
Applicant: International Business Machines Corporation
Inventor： Anup Kalia , John Rofrano , Jin Xiao , Mihir Choudhury , Elizabeth Daly , Oznur Alkan , Lambert Pouguem Wassi , Maja Vukovic
IPC: G06F9/24 , G06F8/33 , G06F9/445 , G06N5/02 , G06F9/4401
CPC classification number: G06F9/44505 , G06F8/33 , G06N5/02 , G06F9/4401
Abstract: Techniques regarding discovering configuration information for one or more computer applications are provided. For example, one or more embodiments described herein can comprise a system, which can comprise a memory that can store computer executable components. The system can also comprise a processor, operably coupled to the memory, and that can execute the computer executable components stored in the memory. The computer executable components can comprise a configuration component that can discover configuration information associated with a containerized computer application. The configuration information can be characterized by a set of environment attributes extracted by querying a source code of the containerized computer application.
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公开(公告)号：US11663115B2
公开(公告)日：2023-05-30
申请号：US17500299
申请日：2021-10-13
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： Jin Xiao , Anup Kalia , Chen Lin , Raghav Batta , Saurabh Sinha , John Rofrano , Maja Vukovic
CPC classification number: G06F11/3688 , G06F11/323 , G06F11/3636 , G06F11/3684 , G06F11/3692
Abstract: Systems, computer-implemented methods, and computer program products to facilitate generation of microservices from a monolithic application based on runtime traces are provided. According to an embodiment, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise a model component that learns cluster assignments of classes in a monolithic application based on runtime traces of executed test cases. The computer executable components can further comprise a cluster component that employs the model component to generate clusters of the classes based on the cluster assignments to identify one or more microservices of the monolithic application.
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公开(公告)号：US20230085488A1
公开(公告)日：2023-03-16
申请号：US17474567
申请日：2021-09-14
Applicant: International Business Machines Corporation
Inventor： Anup KALIA , John Rofrano , Jin Xiao , MIHIR CHOUDHURY , Elizabeth Daly , Oznur Alkan , Lambert Pouguem Wassi , Maja Vukovic
Abstract: Techniques regarding discovering configuration information for one or more computer applications are provided. For example, one or more embodiments described herein can comprise a system, which can comprise a memory that can store computer executable components. The system can also comprise a processor, operably coupled to the memory, and that can execute the computer executable components stored in the memory. The computer executable components can comprise a configuration component that can discover configuration information associated with a containerized computer application. The configuration information can be characterized by a set of environment attributes extracted by querying a source code of the containerized computer application.
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