SuperComputing | SC25

HPC Ignites.
St. Louis is the place to be this fall as the high performance computing community convenes for an exhilarating week of sessions, speakers, and networking at its finest. SC is an unparalleled mix of thousands of scientists, engineers, researchers, educators, programmers, and developers who intermingle to learn, share, and grow.

MathWorks Featured Demos at SC25

1. Interactive Style Transfer with MATLAB: HPC in Action
MathWorks showcases a reimagined Neural Style Transfer demo, designed to highlight MATLAB’s high-performance computing (HPC) capabilities. This interactive experience emphasizes flexibility, robustness, and ease of use across GPUs, clusters, clouds, and containers—reflecting nearly two decades of HPC investment.

The demo leverages MATLAB and key toolboxes to demonstrate automatic GPU utilization for deep learning inference, cloud-based access to multi-GPU systems, dataqueues for workflow orchestration, and parallel queues for throughput optimization. Blending technical depth with an engaging interface, this demo invites attendees to explore the power of MATLAB in modern HPC environments.

2. Scaling Mathematical Exploration with MATLAB: The Collatz Conjecture
The Collatz Conjecture—a deceptively simple yet unsolved mathematical puzzle—serves as the foundation for this demo, which illustrates MATLAB’s role in mathematical discovery and scalable computation.

Starting with serial execution, the demo progresses to parallel processing on a single machine and culminates in distributed computing across clusters, including a pre-recorded run at the Jülich Supercomputing Centre (Booth 505). This journey showcases how MATLAB can harness increasing computational resources to accelerate insight and deepen understanding in mathematical research.

3. MATLAB and Simulink Anywhere: Scalable Cloud and Container Workflows
MathWorks continues to empower engineers and scientists with flexible, scalable solutions for running MATLAB and Simulink across diverse computing environments. Whether in the cloud, containers, or web portals like Open OnDemand, MathWorks tools adapt to evolving user needs.

Through platforms like Cloud Center, users can deploy MATLAB and Simulink via a streamlined web interface, while GitHub-hosted Reference Architectures offer customizable integration paths for personalized cloud setups. This demo highlights MathWorks’ commitment to versatility—enabling users to scale simulations and analyses efficiently, wherever and however they choose.