{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11275987","patent":{"patent_number":"US-11275987","title":"Method and apparatus for optimizing performance of a storage system","assignee":null,"inventors":[],"filing_date":"2019-07-09T00:00:00.000Z","publication_date":"2022-03-15T00:00:00.000Z","cpc_codes":["G06N","G06F","G06F","G06F","G06F","G06F","G06F","G06F","G06F","G06F","G06N","G06N","G06F"],"num_claims":17,"abstract":"A method for optimizing performance of a storage system includes creating a structured state index from a universe of I/O traces of memory access operations in a storage system. The structured state index is validated against a target metric operational parameter of the storage system. If the structured state index has correlation against the target metric operational parameter of the storage system, the structured state index is used as input to a decision-making task. The decision-making task may be implemented as a deep neural network and the structured state index is used as input training data for the deep neural network. Once the decision-making task has been trained using the structured state index, the decision-making task is used in a predictive manner to generate a predicted target metric operational parameter of the storage system given a proposed storage policy."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and apparatus for optimizing performance of a storage system","description":"A method for optimizing performance of a storage system includes creating a structured state index from a universe of I/O traces of memory access operations in a storage system. The structured state i","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11275987","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-11275987","citation_suggestion":"Patentable. \"Method and apparatus for optimizing performance of a storage system\" (US-11275987). https://patentable.app/patents/US-11275987","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11275987","json":"https://patentable.app/api/llm-context/US-11275987","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T09:55:25.294Z"}