Ali Jannesari is Scaling Computing for AI Innovations

November 4, 2023

Ali Jannesari, a Computer Science Assistant Professor at Iowa State University, is conducting research at the forefront of technology. His work focuses on scalable computing, machine learning methods, performance engineering, and parallel programming. These technical areas have practical implications beyond academia, directly influencing everyday technology. Jannesari's research intersects technological advancement, societal progress, and environmental responsibility. Its impact extends to crucial areas such as healthcare, environmental sustainability, and the accessibility of cutting-edge technologies. In essence, his research can potentially drive positive change in our daily lives by contributing to practical advancements in these key areas.

Advancing AI through High-Performance Computing

Ali Jannesari’s research is focused on developing scalable computing and machine learning methods, performance engineering, parallel programming techniques, and scalable learning and inference frameworks. The core objective is to address challenges in High-Performance Computing (HPC) and Data Science by refining scalable computing and machine learning methods. The specific problems being tackled involve enhancing the reliability and performance of data-intensive HPC applications and data science processes, especially on heterogeneous parallel computing systems.

The research delves into HPC ecosystems, aiming to expedite the training of deep neural networks, a crucial component of Artificial Intelligence (AI). Jannesari seeks to leverage HPC capabilities to accelerate neural network learning and deploy them efficiently across various computing environments. The overarching goal is to equip scientists and engineers with skills that drive advancements in efficient HPC and deep learning applications.

He has been very well-regarded with his research, having published recent papers at the International Conference for High-Performance Computing, Networking, Storage, and Analysis (SC 2022), the International Conference on Machine Learning (ICML 2022), the International ACM Symposium on High-Performance Parallel and Distributed Computing (HPDC 2023), and the Conference on Neural Information Processing Systems (NeuriPS 2023).

Empowering the Innovators of Tomorrow

The findings and results of Ali Jannesari's research are a helping hand for application developers, HPC practitioners, and data scientists. They provide assistance in using advanced computing platforms, allowing these professionals to create intricate software and applications for crucial areas like data science, edge computing, and HPC. Beyond establishing a solid theoretical foundation, this research also gives students a taste of real-world problems. It lets them turn research discoveries into practical solutions by merging education with hands-on experiences.

Essentially, this research serves as a catalyst for the next generation of scientists and engineers. It gives them the skills and mindset needed to lead the way in developing efficient HPC and deep learning applications, all for the greater good of society and eco-friendly computing.

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