Session

	AIDRIN: A Comprehensive Toolset for Automating Data Preparation for AI Authors Kaveen Hiniduma Jean Luca Bez Ravi Madduri Suren Byna
	Why Read It All? Just Read What Matters: A Path to Faster Scientific Visualization Authors Qing Zheng Brian Atkinson Jason Lee Gary Grider
	Viral Pneumonia Disease Classification with Machine Learning Techniques Author Racheal Shade Akinbo Advisors Olabode Olatubosun Emmanuel Ibam
	Sketch-Based Algorithmic Frameworks for Genome-Scale Mapping Author Tazin Rahman
	Leveraging Performance Portability for High-Fidelity Simulations of Black Hole Accretion Author Vedant Dhruv
	Structural Equation Modeling for Heterogeneous Platforms Author Steven Harris
	OAAgent: A Multimodal LLM Agent Clinical Assistant for Precision Osteoarthritis Care Author Pegah Ahadian
	Heterogeneous HPC Compute Continuum: A Roadmap for Workflow Mapping and Scheduling From Sensor to Supercomputer Author Aasish Sharma
	Taming the Beast of Dynamic Resource Management in HPC Author Dominik Huber
	AI-Driven Resource Optimization for High Performance Computing: A Comprehensive Framework Author Manikya Swathi Vallabhajosyula
	A Framework for Digital Twins of Future Quantum Clouds Author Waylon Luo
	Accelerating Sparse Tensor Contractions Author Saurabh Raje
	Improving Collective Aggregation for HPC and AI Workloads Author Mikaila Gossman
	Advancing Data Center Workloads with Data Processing Units Author Arjun Kashyap
	Analytics4X: General-Purpose Framework for Analysis and Optimization of HPC Data Movement Author Ian Lumsden
	Cyberinfrastructure-Driven Spatial Decision-Making Support: Addressing Participatory Collaboration and Spatiotemporal Heterogeneity Author Zhenlei Song
	Towards Predictive Digital Twins with Applications to Precision Oncology Author Graham Pash
	Designing GPU-Aware Collective Communication for Heterogeneous Clusters with Diverse GPUs and Interconnects Author Chen-Chun Chen
	Managing Heterogeneous Topologies and Understanding Their Impact on Performance Author Stepan Vanecek
	Exploring Efficient Deep Learning Training on AI Accelerators Author Milan Shah

SC25 Schedule