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1. 发明授权

US11522819B2 Maintaining tribal knowledge for accelerated compliance control deployment 有权
公开(公告)号：US11522819B2
公开(公告)日：2022-12-06
申请号：US16679440
申请日：2019-11-11
申请人： International Business Machines Corporation
发明人： Constantin Mircea Adam , Muhammed Fatih Bulut , Richard Baxter Hull , Anup Kalia , Maja Vukovic , Jin Xiao
IPC分类号： G06F40/30 , H04L51/046 , G06N5/02 , G06Q10/10 , G06F16/332 , H04L51/56
摘要： 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.

2. 发明授权

US11221846B2 Automated transformation of applications to a target computing environment 有权
公开(公告)号：US11221846B2
公开(公告)日：2022-01-11
申请号：US16823649
申请日：2020-03-19
申请人： International Business Machines Corporation
发明人： Anup Kalia , Jin Xiao , Jinho Hwang , Maja Vukovic , John Rofrano
IPC分类号： G06Q30/00 , G06F7/00 , G10L15/18 , G06F16/2455 , G06F16/248 , G06F16/25 , G06F8/76 , G06F16/245 , G06F8/65 , G06N3/08 , G06F8/71 , G06N3/04
摘要： 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.

3. 发明申请

US20210232390A1 MICROSERVICE DECOMPOSITION STRATEGY OF MONOLITHIC APPLICATIONS 有权
公开(公告)号：US20210232390A1
公开(公告)日：2021-07-29
申请号：US16750532
申请日：2020-01-23
申请人： International Business Machines Corporation
发明人： Jinho Hwang , Anup Kalia , Jin Xiao , Malik Jackson , Maja Vukovic , John Rofrano , Senthil Kumar Kumarasamy Mani
IPC分类号： G06F8/72 , G06F9/22 , H04L12/24
摘要： Systems and techniques that facilitate automated recommendation of microservice decomposition strategies for monolithic applications are provided. In various embodiments, a community detection component can detect a disjoint code cluster in a monolithic application based on a code property graph characterizing the monolithic application. In various aspects, the code property graph can be based on a temporal code evolution of the monolithic application. In various embodiments, a topic modeling component can identify a functional purpose of the disjoint code cluster based on a business document corpus corresponding to the monolithic application. In various embodiments, a microservices component can recommend a microservice to replace the disjoint code cluster based on the functional purpose.

4. 发明授权

US10902003B2 Generating context aware consumable instructions 有权
公开(公告)号：US10902003B2
公开(公告)日：2021-01-26
申请号：US16267482
申请日：2019-02-05
申请人： International Business Machines Corporation
发明人： Jinho Hwang , Anup Kalia , Muhammed Fatih Bulut , Maja Vukovic , Jin Xiao , Rohit Madhukar Khandekar , Raghav Batta
IPC分类号： G06F16/30 , G06F16/2457 , G06N5/02 , G06F11/14 , G06N3/04
摘要： 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.

5. 发明授权

US10650356B2 Intelligent self-service delivery advisor 有权
公开(公告)号：US10650356B2
公开(公告)日：2020-05-12
申请号：US16438672
申请日：2019-06-12
申请人： International Business Machines Corporation
发明人： Maja Vukovic , Nikolaos Anerousis , Anup Kalia , Jin Xiao
IPC分类号： G06F9/44 , G06Q10/00 , G06Q30/00 , G06N20/00
摘要： 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.

6. 发明授权

US10419489B2 Unidirectional trust based decision making for information technology conversation agents 有权
公开(公告)号：US10419489B2
公开(公告)日：2019-09-17
申请号：US15587370
申请日：2017-05-04
申请人： International Business Machines Corporation
发明人： Anup K. Kalia , Maja Vukovic , Frederick Y. Wu , Jin Xiao
IPC分类号： G06F21/00 , H04L29/06 , G06Q30/00 , G06F17/27
摘要： A method and system of processing an information technology (IT) electronic request is provided. The electronic request is received in natural language from a user. Parameters of the electronic request are extracted. A risk of the electronic request is determined. A policy based on the parameters and the risk of the electronic request is determined and executed. A level of trust between the user and the computer device is calculated based on the determined risk and an outcome of the execution of the policy. A conversation pattern of the computer device toward the user is adjusted based on the calculated level of trust.

7. 发明授权

US09756121B2 Optimizing routing and load balancing in an SDN-enabled cloud during enterprise data center migration 有权
公开(公告)号：US09756121B2
公开(公告)日：2017-09-05
申请号：US14749120
申请日：2015-06-24
申请人： International Business Machines Corporation
发明人： Jinho Hwang , Jill L. Jermyn , Maja Vukovic , Jin Xiao
IPC分类号： G06F15/173 , H04L29/08 , H04L12/24 , H04L12/26
CPC分类号： H04L67/101 , H04L41/12 , H04L41/145 , H04L41/5054 , H04L41/5096 , H04L43/0817 , H04L67/1002
摘要： 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.

8. 发明申请

US20160381124A1 OPTIMIZING ROUTING AND LOAD BALANCING IN AN SDN-ENABLED CLOUD DURING ENTERPRISE DATA CENTER MIGRATION 有权
标题翻译：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
申请人： International Business Machines Corporation
发明人： Jinho Hwang , Jill L. Jermyn , Maja Vukovic , Jin Xiao
IPC分类号： H04L29/08 , H04L12/24
CPC分类号： H04L67/101 , H04L41/12 , H04L41/145 , H04L41/5054 , H04L41/5096 , H04L43/0817 , H04L67/1002
摘要： 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.
摘要翻译：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。

9. 发明申请

US20230085488A1 CONFIGURATION DISCOVERY OF COMPUTER APPLICATIONS 有权
公开(公告)号：US20230085488A1
公开(公告)日：2023-03-16
申请号：US17474567
申请日：2021-09-14
申请人： International Business Machines Corporation
发明人： Anup KALIA , John Rofrano , Jin Xiao , MIHIR CHOUDHURY , Elizabeth Daly , Oznur Alkan , Lambert Pouguem Wassi , Maja Vukovic
IPC分类号： G06F9/445 , G06N5/02 , G06F8/33
摘要： 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.

10. 发明授权

US11586812B2 Unsupervised generation of rules for an adapter grammar 有权
公开(公告)号：US11586812B2
公开(公告)日：2023-02-21
申请号：US16671047
申请日：2019-10-31
申请人： International Business Machines Corporation
发明人： Anup Kalia , Chen Lin , Jin Xiao , Maja Vukovic
IPC分类号： G06F40/211 , G06N20/00 , G06K9/62 , G06V30/414
摘要： One embodiment of the invention provides a method for entity extraction, comprising determining a set of part-of-speech (POS) tags based on one or more documents, determining a concept in the one or more documents based on the set of POS tags, and extracting one or more phrases from the one or more documents based on the concept. The method further comprises generating a first set of rules corresponding to the concept based on the one or more phrases, generating a second set of rules specific to a domain based on the first set of rules, and learning, via an adapter grammar, a structure of one or more named entities in the one or more documents based on the second set of rules.

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