Patent ID: 11914059
Assignee: NOKIA TECHNOLOGIES OY
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 17:
18. The first device of claim 17, wherein the first device is caused to determine the parameter set by:
generating an initial Gaussian distribution for the historical region by using N historical measurements from the network device, the initial Gaussian distribution comprising a first number of Gaussian components; and
performing the following operations at least once, until a predetermined condition is satisfied:
determining a maximum weighted variance of the Gaussian distribution, the maximum weighted variance corresponding to a target Gaussian component of the Gaussian distribution;
determining activation factors for the target Gaussian component with respect to the N historical measurements;
determining a subset of the N historical measurements by sorting activation factors, the subset of the N historical measurements generating a highest activation factor; and
performing the bisection clustering on the subset of the N historical measurements, causing a value of the first number to increase 1.