Patent ID: 11870796
Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 17:
18. The system of claim 16,
wherein computing the spectral-embedding vectors from the adjacency matrices associated with the first time intervals comprises computing a time series of spectral embeddings each comprising spectral-embedding vectors associated with the devices; and
wherein computing the estimated probabilities comprises:
computing, from the time series of spectral embeddings, a time series of respective link score matrices, entries of each link score matrix being based on pairs of the spectral-embedding vectors of the respective spectral embedding;
computing, from the time series of link score matrices, a time series of weighting matrices; and
computing, based on the time series of weighting matrices, a weighted average of the link score matrices, wherein entries in the weighted average correspond to the estimated probabilities of network communication between pairs of the devices.