{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11481276","patent":{"patent_number":"US-11481276","title":"Backup agent scaling with evaluation of prior backup jobs","assignee":null,"inventors":[],"filing_date":"2020-02-13T00:00:00.000Z","publication_date":"2022-10-25T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06N","G06N","G06F","G06F"],"num_claims":20,"abstract":"A number of backup agents to be deployed to a system can be predicted by training one or more machine learning (ML) objects of a first prediction algorithm and training one or more ML objects of a second prediction algorithm. The training can be performed with archived backup job data. Both prediction algorithms can be applied to the backup job data to predict execution duration of the backup jobs. The prediction algorithm with a lower error can be used to predict a total execution duration of a current number of backup jobs. An optimal number of backup agents can be predicted based on the predicted total execution duration and the current number of backup jobs."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Backup agent scaling with evaluation of prior backup jobs","description":"A number of backup agents to be deployed to a system can be predicted by training one or more machine learning (ML) objects of a first prediction algorithm and training one or more ML objects of a sec","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11481276","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-11481276","citation_suggestion":"Patentable. \"Backup agent scaling with evaluation of prior backup jobs\" (US-11481276). https://patentable.app/patents/US-11481276","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11481276","json":"https://patentable.app/api/llm-context/US-11481276","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T11:17:51.078Z"}