{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10491754","patent":{"patent_number":"US-10491754","title":"Visualizing predicted customer bandwidth utilization based on utilization history","assignee":null,"inventors":[],"filing_date":"2016-07-22T00:00:00.000Z","publication_date":"2019-11-26T00:00:00.000Z","cpc_codes":["H04M","H04L","H04L","H04L","H04L","H04L","H04L","H04M","H04M","H04M","H04M","H04W"],"num_claims":20,"abstract":"A method for providing a predicting bandwidth utilization for a customer of a connectivity service provider is disclosed. The method includes receiving bandwidth utilization data over time for a customer of a connectivity service provider. The method further includes training a machine learning model for the bandwidth utilization data during a time period based on the received data. In an embodiment, training the machine learning model includes determining a value for a parameter. The bandwidth utilization may be substantially periodic over the time period. Relying on the periodicity of the bandwidth utilization, the method further includes predicting, using the trained model, future bandwidth utilization over time."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Visualizing predicted customer bandwidth utilization based on utilization history","description":"A method for providing a predicting bandwidth utilization for a customer of a connectivity service provider is disclosed. The method includes receiving bandwidth utilization data over time for a custo","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10491754","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-10491754","citation_suggestion":"Patentable. \"Visualizing predicted customer bandwidth utilization based on utilization history\" (US-10491754). https://patentable.app/patents/US-10491754","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10491754","json":"https://patentable.app/api/llm-context/US-10491754","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T20:34:15.631Z"}