{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9720740","patent":{"patent_number":"US-9720740","title":"Resource management in MapReduce architecture and architectural system","assignee":null,"inventors":[],"filing_date":"2016-09-27T00:00:00.000Z","publication_date":"2017-08-01T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06F","G06F","G06F","G06F"],"num_claims":11,"abstract":"Resource management in MapReduce architecture and architectural system. The present invention provides an apparatus for resource management in the MapReduce architecture including a memory, a processor communicatively coupled to the memory, and a module for resource management in the MapReduce architecture configured to carry out the steps of a method. The method includes the steps of: determining a ratio r of an input data amount of a Map task, an output data amount of the Map task, and an average size R of a record in Map output results; determining a memory size Memory_size that can be allocated to the Map task corresponding to a Map slot; determining an input split size appropriate for the Map task according to the determined r, R and Memory_size; and allocating an input split with the input split size in a MapReduce job to be processed to the Map task occupying the Map slot."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Resource management in MapReduce architecture and architectural system","description":"Resource management in MapReduce architecture and architectural system. The present invention provides an apparatus for resource management in the MapReduce architecture including a memory, a processo","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9720740","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-9720740","citation_suggestion":"Patentable. \"Resource management in MapReduce architecture and architectural system\" (US-9720740). https://patentable.app/patents/US-9720740","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9720740","json":"https://patentable.app/api/llm-context/US-9720740","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T08:48:03.563Z"}