18703854. METHOD FOR IMPLEMENTING RADIO TOPOLOGY RECOMMENDER SYSTEMS (Telefonaktiebolaget LM Ericsson (publ))
METHOD FOR IMPLEMENTING RADIO TOPOLOGY RECOMMENDER SYSTEMS
Organization Name
Telefonaktiebolaget LM Ericsson (publ)
Inventor(s)
Mario Mansour of Åkersberga (SE)
Gabriel Hjort Akerlund of Vallentuna (SE)
Andreas Ermedahl of Spånga (SE)
METHOD FOR IMPLEMENTING RADIO TOPOLOGY RECOMMENDER SYSTEMS
This abstract first appeared for US patent application 18703854 titled 'METHOD FOR IMPLEMENTING RADIO TOPOLOGY RECOMMENDER SYSTEMS
Original Abstract Submitted
In one aspect, a computer-implemented method for recommending an optimal configuration for a target system is provided. The method includes obtaining a plurality of samples, wherein each sample corresponds to a system configuration. The method includes extracting, from each of the plurality of samples, a plurality of features. The method includes grouping the plurality of samples into one or more clusters, wherein each cluster comprises a set of one or more samples. The method includes calculating, for each respective cluster of the one or more clusters, one or more metrics for each extracted feature based on the set of one or more samples in the respective cluster. The method includes calculating, for each respective cluster of the one or more clusters, a weight for each extracted feature based on the calculated one or more metrics for each extracted feature. The method includes obtaining a set of one or more requirements for a target system. The method includes determining an optimal configuration for the target system based on the calculated weights for each cluster and the set of one or more requirements.