{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11252061","patent":{"patent_number":"US-11252061","title":"Distributed computation of graph embeddings for network traffic in virtual networks","assignee":null,"inventors":[],"filing_date":"2020-11-05T00:00:00.000Z","publication_date":"2022-02-15T00:00:00.000Z","cpc_codes":["H04L","G06F","G06N","G06N","G06N","H04L","H04L","H04L","H04L","G06F"],"num_claims":21,"abstract":"In one set of embodiments, a host system can perform a random walk along a graph representing network traffic in a virtual network, where the virtual network comprises a plurality of virtual machines (VMs) running on a plurality of host systems including the host system, and where the random walk starts from a node of the graph corresponding to a VM running on the host system. The host system can further construct, based on the random walk, a local neighborhood of VMs associated with the VM and determine, based on the local neighborhood, whether the VM is a localized VM. Upon determining that the VM is not a localized VM, the host system can transmit a random walk data entry identifying the VM and the local neighborhood to a server communicatively coupled with the plurality of host systems."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Distributed computation of graph embeddings for network traffic in virtual networks","description":"In one set of embodiments, a host system can perform a random walk along a graph representing network traffic in a virtual network, where the virtual network comprises a plurality of virtual machines ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11252061","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-11252061","citation_suggestion":"Patentable. \"Distributed computation of graph embeddings for network traffic in virtual networks\" (US-11252061). https://patentable.app/patents/US-11252061","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11252061","json":"https://patentable.app/api/llm-context/US-11252061","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T23:57:19.833Z"}