{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11528034","patent":{"patent_number":"US-11528034","title":"Tracing engine-based software loop escape analysis and mixed differentiation evaluation","assignee":null,"inventors":[],"filing_date":"2020-05-14T00:00:00.000Z","publication_date":"2022-12-13T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06F","G06F","G06F","G06F","G06F","G06F"],"num_claims":20,"abstract":"Systems and methods are provided for loop escape analysis in executing computer instructions. In one embodiment, a method comprises instructions performed by at least one computer process. The method comprises receiving a set of executable computer instructions stored on a storage medium (e.g., by reading the instructions from a tangible, non-transitory storage medium). The method further comprises analyzing the computer instructions to determine a loop, analyzing the computer instructions to determine at least one new variable in the loop, and storing, in a data structure, at least one of an operation related to the variable or a value related to the variable. The method further comprises determining whether to compress the data structure upon reaching the end of the loop, and, based on the determination, compressing the data structure. Systems and computer-readable media are also provided."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Tracing engine-based software loop escape analysis and mixed differentiation evaluation","description":"Systems and methods are provided for loop escape analysis in executing computer instructions. In one embodiment, a method comprises instructions performed by at least one computer process. The method ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11528034","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-11528034","citation_suggestion":"Patentable. \"Tracing engine-based software loop escape analysis and mixed differentiation evaluation\" (US-11528034). https://patentable.app/patents/US-11528034","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11528034","json":"https://patentable.app/api/llm-context/US-11528034","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T22:35:48.994Z"}