{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9766996","patent":{"patent_number":"US-9766996","title":"Learning-based data processing job performance modeling and prediction","assignee":null,"inventors":[],"filing_date":"2013-11-26T00:00:00.000Z","publication_date":"2017-09-19T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06N"],"num_claims":20,"abstract":"A generic performance model is generated for a program job, wherein the program job executes one or more map tasks in a map phase and one or more reduce tasks in a reduce phase in a distributed computing system. The generic performance model is trained to generate a trained performance model based on historical performance of the program job and a set of one or more program job-specific parameters. Performance of a subsequent execution of the program job is predicted based on the trained performance model."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Learning-based data processing job performance modeling and prediction","description":"A generic performance model is generated for a program job, wherein the program job executes one or more map tasks in a map phase and one or more reduce tasks in a reduce phase in a distributed comput","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9766996","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-9766996","citation_suggestion":"Patentable. \"Learning-based data processing job performance modeling and prediction\" (US-9766996). https://patentable.app/patents/US-9766996","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9766996","json":"https://patentable.app/api/llm-context/US-9766996","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T09:31:41.974Z"}