{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9715418","patent":{"patent_number":"US-9715418","title":"Performance problem detection in arrays of similar hardware","assignee":null,"inventors":[],"filing_date":"2014-12-02T00:00:00.000Z","publication_date":"2017-07-25T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06F","G06F"],"num_claims":20,"abstract":"Embodiments described herein include detecting under-performing devices using a correlational matrix in which devices are compared with one another in order to establish which devices are performing significantly different, e.g. under-performing, than the rest. According to one embodiment, a method includes generating a vector for each of a plurality of hardware devices. Using a hardware processor, a correlational matrix representing projections of the vectors against each other is created. A determination is made as to which hardware device is least like the other hardware devices based on the correlational matrix. A result of the determining is output."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Performance problem detection in arrays of similar hardware","description":"Embodiments described herein include detecting under-performing devices using a correlational matrix in which devices are compared with one another in order to establish which devices are performing s","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9715418","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-9715418","citation_suggestion":"Patentable. \"Performance problem detection in arrays of similar hardware\" (US-9715418). https://patentable.app/patents/US-9715418","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9715418","json":"https://patentable.app/api/llm-context/US-9715418","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T16:53:43.365Z"}