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公开(公告)号：US20240214287A1
公开(公告)日：2024-06-27
申请号：US18557739
申请日：2021-04-30
Applicant: Nokia Solutions and Networks Oy
Inventor： Abdelrahman ABDELKADER , Stephen MWANJE
Abstract: Fulfillment of an intent which has been submitted to an intent-driven network management system is tracked. When information about fulfillment of the intent is received, a feedback report including a measurement that indicates a level of satisfaction with the fulfillment of the intent is provided.
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公开(公告)号：US20230370868A1
公开(公告)日：2023-11-16
申请号：US18028699
申请日：2020-10-22
Applicant: NOKIA SOLUTIONS AND NETWORKS OY
Inventor： Janne Tapio ALI-TOLPPA , Stephen MWANJE
Abstract: There is provided an apparatus arranged to: receive, from a configuration controller, a request for feedback on a network configuration in a communications network; request feedback on the network configuration from a plurality of network critic functions; aggregate feedback received from at least part of the plurality of network critic functions in response to the request; and provide the aggregated feedback to the configuration controller.
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公开(公告)号：US20230289656A1
公开(公告)日：2023-09-14
申请号：US18040406
申请日：2020-08-03
Applicant: NOKIA SOLUTIONS AND NETWORKS OY
Inventor： Muhammad Majid BUTT , Stephen MWANJE
Abstract: It is provided a method comprising: monitoring if a distributed training host receives a request from a meta-training host to provide a machine learning model; checking whether a link from the distributed training host to the meta-training host is required for another data communication having higher priority than providing the machine learning model such that the other data communication will block the link for the providing the machine learning model to the meta-training host; informing the meta-training host, in response to the request, that the link is required for the other data communication if the link is required for the other data communication.
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公开(公告)号：US20240283703A1
公开(公告)日：2024-08-22
申请号：US18562181
申请日：2021-05-24
Applicant: Nokia Solutions and Networks Oy
Inventor： Anubhab BANERJEE , Stephen MWANJE , Abdeirahman ABDELKABER
IPC: H04L41/0823 , H04L41/0873
CPC classification number: H04L41/0823 , H04L41/0873
Abstract: It is provided a method comprising: checking if at least one of one or more cognitive functions is suspected for manipulative behavior; providing an indication that the at least one of the one or more cognitive function is suspected for manipulative behavior if the at least one cognitive function is suspected for manipulative behavior.
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5.发明申请公开(公告)号：US20220321421A1
公开(公告)日：2022-10-06
申请号：US17631148
申请日：2020-07-17
Applicant: NOKIA SOLUTIONS AND NETWORKS OY
Inventor： Stephen MWANJE , Christoph SCHMELZ
IPC: H04L41/14 , H04L41/5006 , H04L41/0893
Abstract: Systems, methods, apparatuses, and computer program products for automating context-specific network function configuration are provided. One method may include receiving an objective model including rules defining key performance indicator (KPI) targets and relative prioritizations of the KPI targets for a communications system. The method may also include automatically determining, using the received objective model, a context model including at least a description of properties of one or more contexts, and generating or selecting at least one of function configuration parameter values (FCVs) or network configuration parameter values (NCPs) according to the context model.
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Patent Agency Ranking
公开(公告)号：US20220311664A1
公开(公告)日：2022-09-29
申请号：US17681964
申请日：2022-02-28
Applicant: Nokia Solutions and Networks Oy
Inventor： Stephen MWANJE , Henning Sanneck
IPC: H04L41/0813 , H04L41/08
Abstract: To configure network automation functions, a scope administration function assigns, per a region in an operator-defined scope space, the region to one or more network automation function amongst a plurality of coexisting network automation functions. Then, per a network automation function assigned at least to one region, the network automation function is configured to control the at least one region assigned to the network automation function.
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公开(公告)号：US20220263726A1
公开(公告)日：2022-08-18
申请号：US17618753
申请日：2019-06-19
Applicant: NOKIA SOLUTIONS AND NETWORKS OY
Inventor： Stephen MWANJE , Janne ALI-TOLPPA , Jürgen GOERGE
IPC: H04L41/16 , H04L41/147 , H04L41/14
Abstract: Cognitive functions in a network, each comprising a learning module adapted to observe characteristics of the network and an inference module adapted to conclude, from the characteristics observed by the learning module, on a behavior of the network resulting from the observed characteristics, are controlled by halting and/or restarting operation of the learning module of a cognitive function of the cognitive functions, where operation of the inference module of the cognitive function is controlled independently from the halting and/or restarting the operation of the learning module of the cognitive function.
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公开(公告)号：US20240205084A1
公开(公告)日：2024-06-20
申请号：US18556952
申请日：2021-06-09
Applicant: Nokia Solutions and Networks Oy
Inventor： Tejas SUBRAMANYA , Janne ALI-TOLPPA , Stephen MWANJE
IPC: H04L41/0823 , H04L12/42 , H04L27/00
CPC classification number: H04L41/0823 , H04L12/42 , H04L2027/0053
Abstract: The disclosure relates to an apparatus comprising means for: receiving, at a first closed loop function from a second closed loop function, one or more proposed actions to be taken by the second closed loop function with respect to a managed entity, the first and second closed loop functions operating on the managed entity; determining, at the first closed loop function, one or more further actions to be taken, wherein the determining is based on the at least the one or more proposed actions to be taken by the second closed loop function; and causing, by the first closed loop function, the determined one or more further actions to be taken.
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公开(公告)号：US20230345275A1
公开(公告)日：2023-10-26
申请号：US18304021
申请日：2023-04-20
Applicant: Nokia Solutions and Networks Oy
Inventor： Stephen MWANJE , Julian Göser , Anubhab Banerjee
IPC: H04W24/06
CPC classification number: H04W24/06
Abstract: According to an example aspect of the present invention, there is provided an apparatus comprising at least one processing core, at least one memory including computer program code, the at least one memory and the computer program code being configured to, with the at least one processing core, cause the apparatus at least to generate, using a machine learning mechanism, a set of test instructions, wherein each one of the test instructions is configured to trigger a first network to change one or more technical characteristics of the first network, the test instructions not comprising configuration changes in nodes of the first network that are usable in changing the one or more technical characteristics of the first network, and use a block of text as input in the generation of the set of test instructions.
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公开(公告)号：US20230155907A1
公开(公告)日：2023-05-18
申请号：US17917437
申请日：2021-02-19
Applicant: NOKIA SOLUTIONS AND NETWORKS OY
Inventor： Stephen MWANJE , Darshan RAMESH
IPC: H04L43/0823 , H04L41/046 , H04L41/0631 , H04L41/5041
CPC classification number: H04L43/0823 , H04L41/046 , H04L41/0631 , H04L41/5041
Abstract: There is provided the apparatus comprising: at least one processor; and at least one memory comprising computer code that, when executed by the at least one processor, causes the apparatus to: identify a potential problem in a network comprising at least one network automation function; signal an indication of said potential problem to at least one network automation function of said network and a request for a proposal to address said problem; receive at least one proposal in response to said signalling; determine policy changes for addressing said potential problem in dependence on said at least one proposal; and implement said policy changes.
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