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11.发明申请OPTIMIZING ROUTING AND LOAD BALANCING IN AN SDN-ENABLED CLOUD DURING ENTERPRISE DATA CENTER MIGRATION 有权企业数据中心移动期间，在启发云中优化路由和负载均衡公开(公告)号：US20160381124A1
公开(公告)日：2016-12-29
申请号：US14749120
申请日：2015-06-24
Applicant: International Business Machines Corporation
Inventor： Jinho Hwang , Jill L. Jermyn , Maja Vukovic , Jin Xiao
CPC classification number: H04L67/101 , H04L41/12 , H04L41/145 , H04L41/5054 , H04L41/5096 , H04L43/0817 , H04L67/1002
Abstract: Network routing and load balancing in a software design network (SDN)-enabled computing environment may be provided. Input data discovered from a source computing environment is received, wherein one or more of components of the source computing environment are to be migrated to a target computing environment, the input data comprising at least source configuration information and utilization information. Target compute resources, network design and system management design may be determined based on the input data, and a new network configuration generated as output. Based on these design decisions, the steady-state network management using SDN is proposed. The new network configuration may be transmitted to an SDN controller associated with the target computing environment for storing as flow table rules. The SDN controller pushes the flow table rules to one or more routing switches, the flow table rules for performing the network routing and the load balancing.
Abstract translation: 可以提供软件设计网络（SDN）的计算环境中的网络路由和负载平衡。 接收从源计算环境发现的输入数据，其中源计算环境的一个或多个组件将被迁移到目标计算环境，所述输入数据至少包括源配置信息和利用信息。 可以基于输入数据确定目标计算资源，网络设计和系统管理设计，以及作为输出生成的新网络配置。 基于这些设计决策，提出使用SDN的稳态网络管理。 新的网络配置可以被发送到与目标计算环境相关联的SDN控制器，以作为流表规则进行存储。 SDN控制器将流表规则推送到一个或多个路由交换机，用于执行网络路由和负载平衡的流表规则。
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公开(公告)号：US11360877B2
公开(公告)日：2022-06-14
申请号：US17019480
申请日：2020-09-14
Applicant: International Business Machines Corporation
Inventor： Chen Lin , Anup Kalia , Jin Xiao , John Rofrano , Saurabh Sinha , Raghav Batta , Maja Vukovic
Abstract: A method, system, and computer program product for decomposing monolithic applications to form microservices are provided. The method identifies a set of classes within a monolithic application. A set of horizontal clusters are generated by performing horizontal clustering to the set of classes to decompose the classes based on a first functionality type. The method generates a set of vertical clusters by performing vertical clustering to the set of classes to decompose the classes based on a second functionality type. A subset of classes occurring in a common horizontal cluster and vertical cluster are identified as a functional unit. The method merges one or more functional units to form a microservice.
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公开(公告)号：US20210279066A1
公开(公告)日：2021-09-09
申请号：US16811586
申请日：2020-03-06
Applicant: International Business Machines Corporation
Inventor： Jin Xiao , Anup Kalia , Jinho Hwang , Maja Vukovic , John Rofrano
Abstract: Systems, computer-implemented methods, and computer program products to facilitate transformation of an enterprise application into a cloud native container 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 an analysis component that employs a model to discover attributes of an enterprise application. The computer executable components can further comprise a transformation component that generates artifacts based on the attributes to transform the enterprise application into a cloud native container.
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公开(公告)号：US11074043B2
公开(公告)日：2021-07-27
申请号：US16515358
申请日：2019-07-18
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： Muhammed Fatih Bulut , Anup Kalia , Maja Vukovic , Raghav Batta , Jinho Hwang , Jin Xiao , Rohit Madhukar Khandekar
Abstract: Methods, systems and computer program products for providing automated script review utilizing crowdsourced inputs are provided. Aspects include receiving a new script including a script text and a script description. Aspects include comparing the new script to each of a plurality of previously classified scripts to determine a degree of similarity. Each of the previously classified scripts and the new script have an associated set of attributes. Responsive to determining that the degree of similarity is below a predetermined threshold, aspects include mapping the new script to a crowdsourcing platform to identify a similar script. Aspects also include receiving information indicative of one or more features from the crowdsourcing platform. Responsive to inputting the one or more features into an acceptance model, aspects include generating an acceptance recommendation associated with the new script.
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公开(公告)号：US20200285558A1
公开(公告)日：2020-09-10
申请号：US16294516
申请日：2019-03-06
Applicant: International Business Machines Corporation
Inventor： Anup Kalia , Muhammed Fatih Bulut , Jinho Hwang , Raghav Batta , Maja Vukovic , Jin Xiao , Rohit Madhukar Khandekar
Abstract: Systems, computer-implemented methods, and computer program products that can facilitate creating and querying a knowledge base of identified topics, computer code actions, and parameters, 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 parameter component that can identify a result parameter in ones of one or more results, wherein the one or more results comprise topics and computer code actions. The computer executable components can further comprise a result component that can select a result of the one or more results based on a mapping of a query to the one or more results, the mapping being based on the result parameter identified in the result and a criterion.
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Patent Agency Ranking
公开(公告)号：US20200076752A1
公开(公告)日：2020-03-05
申请号：US16679440
申请日：2019-11-11
Applicant: International Business Machines Corporation
Inventor： Constantin Mircea Adam , Muhammed Fatih Bulut , Richard Baxter Hull , Anup Kalia , Maja Vukovic , Jin Xiao
IPC: H04L12/58 , G06F16/332 , G06F17/27 , G06Q10/10 , G06N5/02
Abstract: Techniques facilitating maintenance of tribal knowledge for accelerated compliance control deployment are provided. In one example, a system includes a memory that stores computer executable components and a processor that executes computer executable components stored in the memory, wherein the computer executable components include a knowledge base generation component that generates a knowledge graph corresponding to respective commitments created via tribal exchanges, the knowledge graph comprising a semantic level and an operational level; a semantic graph population component that populates the semantic level of the knowledge graph based on identified parties to the respective commitments; and an operational graph population component that populates the operational level of the knowledge graph based on tracked status changes associated with the respective commitments.
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公开(公告)号：US20200074002A1
公开(公告)日：2020-03-05
申请号：US16122552
申请日：2018-09-05
Applicant: International Business Machines Corporation
Inventor： Anup Kalia , Jin Xiao , Yu Deng , Maja Vukovic
Abstract: Systems, computer-implemented methods, and computer program products to facilitate query recommendation 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 an ontology component that can generate an ontology based on unstructured data of a description of an application programming interface. The computer executable components can further comprise a reasoner component that can identify one or more terms of the ontology that correspond semantically to a term of a query.
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公开(公告)号：US10511554B2
公开(公告)日：2019-12-17
申请号：US15832330
申请日：2017-12-05
Applicant: International Business Machines Corporation
Inventor： Constantin Mircea Adam , Muhammed Fatih Bulut , Richard Baxter Hull , Anup Kalia , Maja Vukovic , Jin Xiao
IPC: G06F17/27 , H04L12/58 , G06N5/02 , G06Q10/10 , G06F16/332
Abstract: Techniques facilitating maintenance of tribal knowledge for accelerated compliance control deployment are provided. In one example, a system includes a memory that stores computer executable components and a processor that executes computer executable components stored in the memory, wherein the computer executable components include a knowledge base generation component that generates a knowledge graph corresponding to respective commitments created via tribal exchanges, the knowledge graph comprising a semantic level and an operational level; a semantic graph population component that populates the semantic level of the knowledge graph based on identified parties to the respective commitments; and an operational graph population component that populates the operational level of the knowledge graph based on tracked status changes associated with the respective commitments.
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公开(公告)号：US20190295044A1
公开(公告)日：2019-09-26
申请号：US16438672
申请日：2019-06-12
Applicant: International Business Machines Corporation
Inventor： Maja Vukovic , Nikolaos Anerousis , Anup Kalia , Jin Xiao
Abstract: The present invention provides a method, system, and computer program product of an intelligent self-service delivery advisor. In an embodiment, the present invention includes, in response to receiving computer system service data, identifying, by a second computer system, a computer system service category among a plurality of computer system categories, identifying, by the second computer system, one or more computer system service tasks, based on the computer system service data and the computer system service category, selecting, by the second computer system, a catalog among a plurality of catalogs, based on the one or more computer system service tasks and the computer system service data, generating, by the second computer system, one or more suggestions based on the catalog and the one or more computer system service tasks; and displaying, displaying by the second computer system, the one or more suggestion on a display logically coupled to the computer system.
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20.发明申请公开(公告)号：US20190188276A1
公开(公告)日：2019-06-20
申请号：US15848563
申请日：2017-12-20
Applicant: International Business Machines Corporation
Inventor： Nikolaos Anerousis , Anup Kalia , Chen Lin , Maja Vukovic , Jin Xiao
Abstract: Techniques for generating domain and client-specific application program interface recommendations are provided. In one example, a computer-implemented method comprises determining a semantic similarity between a first client application program interface and a second client application program interface based on a modified client application program interface being generated by removing text data associated with a first description of the first client application program interface. The computer-implemented method can further comprise matching the first description to a second description of the second client application program interface based on the semantic similarity, resulting in on or more matched client application program interfaces. Additionally, the computer-implemented method can further comprise associating the first client application program interface with a community based on the one or more matched client application program interfaces.
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