US 12,407,580 B2
Apparatus, method and computer program
Tejas Subramanya, Munich (DE); Sina Khatibi, Munich (DE); and Fabio Giust, Munich (DE)
Assigned to Nokia Technologies Oy, Espoo (FI)
Filed by Nokia Technologies Oy, Espoo (FI)
Filed on Feb. 5, 2024, as Appl. No. 18/432,149.
Claims priority of application No. 2301951 (GB), filed on Feb. 10, 2023.
Prior Publication US 2024/0275690 A1, Aug. 15, 2024
Int. Cl. G06F 15/16 (2006.01); G06N 20/00 (2019.01); H04L 41/16 (2022.01)
CPC H04L 41/16 (2013.01) [G06N 20/00 (2019.01)] 20 Claims
OG exemplary drawing
 
1. An apparatus for a communication network, the apparatus comprising:
at least one processor; and
at least one memory storing instructions, which when executed by the at least one processor, cause the apparatus at least to perform:
determining that at least one distributed node of a plurality of distributed nodes associated with the apparatus 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;
generating analytic information relative to the at least one distributed node, wherein the analytic information comprises a count based on the determining; and
providing the analytic information to a storage function.