{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11528200","patent":{"patent_number":"US-11528200","title":"Proactive insights for IoT using machine learning","assignee":null,"inventors":[],"filing_date":"2020-09-15T00:00:00.000Z","publication_date":"2022-12-13T00:00:00.000Z","cpc_codes":["H04L","G06N","G16Y","H04L","H04L","H04L","H04L","H04W","H04L"],"num_claims":18,"abstract":"In one embodiment, a device filters data usage metrics regarding a plurality of network nodes by one or more data characteristics, to form filtered metrics. The device applies an anomaly detector to the filtered metrics. The device distinguishes, based on an output of the anomaly detector, abnormal, unusual, and normal data usage among the filtered metrics. The device provides display data to a user interface indicative of the abnormal, unusual, and normal data usage among the filtered metrics."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Proactive insights for IoT using machine learning","description":"In one embodiment, a device filters data usage metrics regarding a plurality of network nodes by one or more data characteristics, to form filtered metrics. The device applies an anomaly detector to t","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11528200","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-11528200","citation_suggestion":"Patentable. \"Proactive insights for IoT using machine learning\" (US-11528200). https://patentable.app/patents/US-11528200","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11528200","json":"https://patentable.app/api/llm-context/US-11528200","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T14:08:49.797Z"}