This Project Grant award from the National Science Foundation (NSF) Computer and Information Science and Engineering (CISE) Federal Grant Program (CFDA 47.070) will fund a $174,999 research project at the University of Central Missouri focused on developing a unified, large language model (LLM)-empowered framework to systematically address software performance challenges. The project aims to advance automation in performance testing, issue localization, and optimization for modern complex software systems. Key outputs will include automated generation and prioritization of performance-centric test cases using LLMs, a multi-granularity monitoring framework integrating profiling and analysis to detect and localize performance bottlenecks, and a dependency-aware, graph-based optimization recommendation system employing LLMs. The results will also be integrated into computer science curriculum and made available through online training modules. This research award, spanning 2 years from May 2025 to April 2027, reflects the NSF's mission to support transformative computing and information science research that addresses critical technological and societal challenges.
Mod # | Description | Reason For Modification | Federal Obligation (Click to sort descending) | Date (Click to sort ascending) |
|---|---|---|---|---|
| Not listed | $175.0k | 4/30/25 |