{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9811391","patent":{"patent_number":"US-9811391","title":"Load balancing and conflict processing in workflow with task dependencies","assignee":null,"inventors":[],"filing_date":"2017-03-03T00:00:00.000Z","publication_date":"2017-11-07T00:00:00.000Z","cpc_codes":["G16B","G06F","G16B","G16B","G16B","G16B","G16B","G16B","G16B"],"num_claims":20,"abstract":"Embodiments in the disclosure are directed to the use of distributed computing to align reads against multiple portions of a reference dataset. Aligned portions of the reference dataset that correspond with an above-threshold alignment score can be assessed for the presence of sparse indicators that can be categorized and used to influence a determination of a state transition likelihood. Various tasks associated with the processing of reads (e.g., alignment, sparse indicator detection, and/or determination of a state transition likelihood) may be able to take advantage of parallel processing and can be distributed among the machines while considering the resource utilization of those machines. Different load-balancing mechanisms can be employed in order to achieve even resource utilization across the machines, and in some cases may involve assessing various processing characteristics that reflect a predicted resource expenditure and/or time profile for each task to be processed by a machine."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Load balancing and conflict processing in workflow with task dependencies","description":"Embodiments in the disclosure are directed to the use of distributed computing to align reads against multiple portions of a reference dataset. Aligned portions of the reference dataset that correspon","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9811391","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-9811391","citation_suggestion":"Patentable. \"Load balancing and conflict processing in workflow with task dependencies\" (US-9811391). https://patentable.app/patents/US-9811391","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9811391","json":"https://patentable.app/api/llm-context/US-9811391","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T05:38:48.875Z"}