{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11943246","patent":{"patent_number":"US-11943246","title":"Reconstructing network activity from sampled network data using archetypal analysis","assignee":null,"inventors":[],"filing_date":"2022-05-06T00:00:00.000Z","publication_date":"2024-03-26T00:00:00.000Z","cpc_codes":["H04L","H04L","G06F","G06N","H04L","H04L","H04L","H04L","H04L","H04L","G06F","H04L","H04L","H04L"],"num_claims":20,"abstract":"Methods, systems, apparatuses, and computer program products are provided for reconstructing network activity. A network activity monitor is configured to monitor network activity for various network entities. Based on the monitoring, a set of features may be obtained for each network entity. A determination may be made for a number of vertices suitable for describing the sets of features in a multidimensional space. In some implementations, the vertices may define a convex hull in the multidimensional space. Each of the vertices may be assigned a different usage pattern that represents a certain type of network usage types. Reconstructed network activity for a particular network entity may be represented as a weighted combination of the usage patterns. Based on the reconstruction, a network anomaly may be detected, a network may be modified, and/or an alert may be generated."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Reconstructing network activity from sampled network data using archetypal analysis","description":"Methods, systems, apparatuses, and computer program products are provided for reconstructing network activity. A network activity monitor is configured to monitor network activity for various network ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11943246","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-11943246","citation_suggestion":"Patentable. \"Reconstructing network activity from sampled network data using archetypal analysis\" (US-11943246). https://patentable.app/patents/US-11943246","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11943246","json":"https://patentable.app/api/llm-context/US-11943246","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T03:24:11.142Z"}