Conversational AI-Enabled User Interface for HPC Tools

Learn about groundbreaking research in a 22-minute conference talk from The Ohio State University researchers exploring the development of conversational AI interfaces for High Performance Computing (HPC) tools. Discover how speech and text-based interfaces can make complex HPC profiling and analysis tools more accessible to both novice and expert users. Explore the challenges of designing conversational interfaces for HPC environments and understand how state-of-the-art AI models are retrained with specialized HPC datasets to achieve higher accuracy than pre-trained language models. See demonstrations of how converting natural language queries into HPC tool commands can help users gain insights more quickly and improve productivity. Examine this pioneering effort to bridge the gap between intuitive human communication and complex HPC tool interfaces through innovative AI applications.