{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11301755","patent":{"patent_number":"US-11301755","title":"Methods, computing devices, and storage media for predicting traffic matrix","assignee":null,"inventors":[],"filing_date":"2020-11-03T00:00:00.000Z","publication_date":"2022-04-12T00:00:00.000Z","cpc_codes":["H04L","G06N","G06N","G06N","G06N","G06N","H04L","H04L"],"num_claims":11,"abstract":"The disclosure provides a method for predicting a traffic matrix, a computing device, and a storage medium. The method includes: establishing a dataset based on continuous historical traffic matrices; and inputting one or more historical traffic matrices in the dataset into a trained model for predicting traffic matrices, to obtain one or more predicted traffic matrices. The trained model for predicting traffic matrices is obtained by the following actions: establishing a model for predicting traffic matrices based on a correlation-modeling neural network and a temporal-modeling neural network; and training the model for predicting traffic matrices based on a set of training samples, in which the set of training samples includes sample traffic matrices and label traffic matrices corresponding to the sample traffic matrices at prediction moment samples."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Methods, computing devices, and storage media for predicting traffic matrix","description":"The disclosure provides a method for predicting a traffic matrix, a computing device, and a storage medium. The method includes: establishing a dataset based on continuous historical traffic matrices;","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11301755","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11301755","citation_suggestion":"Patentable. \"Methods, computing devices, and storage media for predicting traffic matrix\" (US-11301755). https://patentable.app/patents/US-11301755","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11301755","json":"https://patentable.app/api/llm-context/US-11301755","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T10:32:30.310Z"}