This Project Grant award from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) in the amount of $426,459.00 aims to develop a tool that provides function-level insights with minimal overhead, enabling real-time tuning of high-performance computing (HPC) applications. The project addresses the challenge of performance monitoring on supercomputers by implementing function-level monitoring through dynamic binary instrumentation and managing the monitoring overhead with a heartbeat mechanism. Additionally, it integrates real-time tuning capabilities for optimizing numerical libraries at runtime. The research seeks to enhance traditional job-level resource utilization monitoring tools and accelerate scientific progress through more precise resolution of application behaviors and real-time performance tuning. The project is being conducted by the University of Texas at Austin, with no planned sub-awards, and will run from August 1, 2024 to July 31, 2026.
Generated 1/28/25, 10:36 AM