公开(公告)号：US20240049032A1

公开(公告)日：2024-02-08

申请号：US18361178

申请日：2023-07-28

Applicant: Nokia Technologies Oy

Inventor： Dario BEGA ,  Fabio GIUST ,  Stephen MWANJE

IPC: H04W24/10 ,  H04W24/08

CPC classification number: H04W24/10 ,  H04W24/08

Abstract: There is provided an apparatus comprising: at least one processor and at least one memory storing instructions that, when executed by the at least one processor, cause the apparatus at least to receive, at an analytics producer, a request for analytics, from an analytics consumer, wherein the request comprises a first time period, TA, determine a second time period, DS for an expected time to provide the requested analytics at the analytics producer, provide the analytics based on the request in a third time period, TD, determine, based on TA, DS and TD, which of at least one of a plurality of parameters is met and increment a counter for the determined parameter.

公开(公告)号：US20240275690A1

公开(公告)日：2024-08-15

申请号：US18432149

申请日：2024-02-05

Applicant: Nokia Technologies Oy

Inventor： Tejas SUBRAMANYA ,  Sina KHATIBI ,  Fabio GIUST

IPC: H04L41/16 ,  G06N20/00

CPC classification number: H04L41/16 ,  G06N20/00

Abstract: There is provided an apparatus means for, at a central node associated with a plurality of distributed nodes, determining that at least one distributed node of the plurality of distributed nodes has not provided training information relating to a training process of a machine learning model before expiry of a first timer for a given iteration of N iterations of the training process, means for generating analytic information relative to the at least one distributed node, wherein the analytic information comprises a count based on the determining and means for providing the analytic information to a storage function.

公开(公告)号：US20240056365A1

公开(公告)日：2024-02-15

申请号：US18446584

申请日：2023-08-09

Applicant: Nokia Technologies Oy

Inventor： Fabio GIUST ,  Guillermo RODRIGUEZ-NAVAS ,  Evgeni BERENSTEIN

IPC: H04L41/16 ,  H04W24/08

CPC classification number: H04L41/16 ,  H04W24/08

Abstract: An apparatus, in a model training related network element, is provided, the apparatus comprising: at least one processor and at least one memory including computer program code, the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus at least to perform: receiving a monitoring correlation identifier, subscribing to analytics related information provided by an analytics network element from a storage network element based on the received monitoring correlation identifier, retrieving the analytics related information provided by the analytics network element from the storage network element, and calculating the accuracy of the analytics based on the retrieved analytics related information.

公开(公告)号：US20240056364A1

公开(公告)日：2024-02-15

申请号：US18447065

申请日：2023-08-09

Applicant: Nokia Technologies Oy

Inventor： Xin WANG ,  Gerald KUNZMANN ,  Bruno LANDAIS ,  Fabio GIUST

IPC: H04L41/147 ,  H04L41/14

CPC classification number: H04L41/147 ,  H04L41/145

Abstract: The present disclosure provides measures for analytics control. Such measures exemplarily comprise receiving, from a network entity consuming analytics, an analytics demand including an input data identifier indicative of input data on the basis of which said analytics are to be performed, obtaining the input data based on the input data identifier, performing said analytics on the basis of said input data, and providing, to said network entity consuming analytics, a result of said analytics.