US 11,902,390 B2
Method, system and network nodes for enhancing service provision in a network comprising a plurality of computing device nodes
Arindam Banerjee, Howrah (IN); and Saravanan M, Chennai (IN)
Assigned to Telefonaktiebolaget LM Ericsson (publ), Stockholm (SE)
Appl. No. 17/790,982
Filed by Telefonaktiebolaget LM Ericsson (publ), Stockholm (SE)
PCT Filed Jan. 17, 2020, PCT No. PCT/EP2020/051116
§ 371(c)(1), (2) Date Jul. 6, 2022,
PCT Pub. No. WO2021/144030, PCT Pub. Date Jul. 22, 2021.
Prior Publication US 2023/0047108 A1, Feb. 16, 2023
Int. Cl. H04L 67/51 (2022.01); H04L 41/0893 (2022.01); H04L 41/142 (2022.01); H04L 41/0806 (2022.01); H04L 41/16 (2022.01)
CPC H04L 67/51 (2022.05) [H04L 41/0806 (2013.01); H04L 41/0893 (2013.01); H04L 41/142 (2013.01); H04L 41/16 (2013.01)] 13 Claims
OG exemplary drawing
 
5. A system for enhancing service provision in a network comprising a plurality of computing device nodes for providing services to at least one user of a plurality of users, the system adapted to:
obtaining service request information identifying computing device nodes of the plurality of computing device nodes invoked by the plurality of users;
identifying, based on the service request information, a plurality of sets of computing device nodes, each set of computing device nodes comprising computing device nodes invoked simultaneously or sequentially by one of the plurality of users;
identifying communities based on a probability measure that is a measure of a probability of co-occurrence of two sets of computing device nodes of the plurality of sets, each community of the identified communities has sets of computing device nodes each having the probability measure over a probability threshold in relation to at least one other set of computing device nodes in the community;
predicting solutions for provision of services of the sets of computing device nodes of the identified communities, each predicted solution for provision of services relating to a community of the identified communities and being determined based on shared knowledge of predicted solutions for provision of services relating to other communities of the identified communities;
transferring the predicted solutions for provision of services to the sets of computing device nodes of the identified communities; and
providing, to at least one user of the plurality of users, services of at least one set of computing device nodes of the identified communities according to the predicted solutions for provision of services.