{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11960941","patent":{"patent_number":"US-11960941","title":"Managing virtual machine memory balloon using time series predictive data","assignee":null,"inventors":[],"filing_date":"2022-05-06T00:00:00.000Z","publication_date":"2024-04-16T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06F","G06F","G06F","G06F","G06F","G06F","G06F"],"num_claims":19,"abstract":"A virtual machine's (VM's) usage of a resource over a first time period may be monitored to determine a load pattern for the VM. A time series analysis of the load pattern may be performed to generate a predictive resource usage model, the predictive resource usage model indicating one or more predicted variations in the usage of the resource by the VM over a second time period. A predicted resource usage of the VM at a future time that is within the second time period may be determined based, at least in part, on the predictive resource usage model. An amount of the resource to allocate to the VM at a current time may be determined based, at least in part, on the predicted resource usage of the VM at the future time and the actual resource usage of the VM at the current time."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Managing virtual machine memory balloon using time series predictive data","description":"A virtual machine's (VM's) usage of a resource over a first time period may be monitored to determine a load pattern for the VM. A time series analysis of the load pattern may be performed to generate","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11960941","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-11960941","citation_suggestion":"Patentable. \"Managing virtual machine memory balloon using time series predictive data\" (US-11960941). https://patentable.app/patents/US-11960941","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11960941","json":"https://patentable.app/api/llm-context/US-11960941","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T10:35:40.633Z"}