18814794. METHODS FOR IMPROVING THE MEMORY ALLOCATION OF LLM-GENERATED CODE (Robert Bosch GmbH)
METHODS FOR IMPROVING THE MEMORY ALLOCATION OF LLM-GENERATED CODE
Organization Name
Inventor(s)
Christopher Huth of Heilbronn DE
Jesko Hecking-harbusch of Leonberg DE
Jochen Quante of Ludwigsburg DE
Matthias Woehrle of Bietigheim-Bissingen DE
Maximilian Schlund of Stuttgart DE
Sebastian Ernesto Sierra Loaiza of Stuttgart DE
METHODS FOR IMPROVING THE MEMORY ALLOCATION OF LLM-GENERATED CODE
This abstract first appeared for US patent application 18814794 titled 'METHODS FOR IMPROVING THE MEMORY ALLOCATION OF LLM-GENERATED CODE
Original Abstract Submitted
A method for improving the memory allocation of code generated using a language model. The method includes: providing a program code generated using a language model, if a new version of the program code is available; generating an executable file using compilation and instrumentation, wherein a memory sanitizer inserts instructions into the program code and/or the executable file; execution of fuzzing by a fuzzer, wherein the fuzzer injects inputs into the executable file; monitoring the memory performance and optionally runtime information, the behavior and/or the output of the executable file; storing metadata generated from the allocated and freed memory in a memory metadata database, wherein the metadata are based on the instructions and are stored when the executable file is generated and/or when the fuzzing is executed; outputting the program code if no memory performance degradation or other errors are found.