SC25 Proceedings

Doctoral Showcase

Accelerating Sparse Tensor Contractions. Saurabh Raje (University of Utah)

Advancing Data Center Workloads with Data Processing Units. Arjun Kashyap (University of California, Merced)

AI-Driven Resource Optimization for High-Performance Computing: A Comprehensive Framework. Manikya Swathi Vallabhajosyula (The Ohio State University)

Analytics4X: General-Purpose Framework for Analysis and Optimization of HPC Data Movement. Ian Lumsden (University of Tennessee, Knoxville)

Cyberinfrastructure Driven Spatial Decision-Making Support: Addressing Participatory Collaboration And Spatiotemporal Heterogeneity. Zhenlei Song (Texas A&M University)

Designing GPU-Aware Collective Communication for Heterogeneous Clusters with Diverse GPUs and Interconnects. Chen-Chun Chen (The Ohio State University)

Exploring Efficient Deep Learning Training on AI Accelerators. Milan Shah (North Carolina State University)

A Framework For Digital Twins of Future Quantum Clouds. Waylon Luo (Kent State University)

Heterogeneous HPC Compute Continuum: A Roadmap for Workflow Mapping & Scheduling From Sensor to Supercomputer. Aasish Sharma (Georg-August-Universität Göttingen, Gesellschaft für wissenschaftliche Datenverarbeitung mbH Göttingen)

Improving Collective Aggregation for HPC and AI Workloads. Mikaila Gossman (Clemson University)

Leveraging Performance Portability for High-Fidelity Simulations of Black Hole Accretion. Vedant Dhruv (University of Illinois Urbana-Champaign)

Managing Heterogeneous Topologies and Understanding Their Impact on Performance. Stepan Vanecek (Technical University of Munich)

OAAgent: A Multimodal LLM Agent Clinical Assistant for Precision Osteoarthritis Care. Pegah Ahadian (Kent State University)

Sketch-based Algorithmic Frameworks for Genome-scale Mapping. Tazin Rahman (Washington State University)

Structural Equation Modeling for Heterogeneous Platforms. Steven Harris (Washington University in St. Louis)

Taming the Beast of Dynamic Resource Management in HPC. Dominik Huber (Technical University of Munich)

Towards Predictive Digital Twins with Applications to Precision Oncology. Graham Pash (The University of Texas at Austin, Oden Institute for Computational Engineering and Sciences)

Viral Pneumonia Disease Classification With Machine Learning Techniques. Racheal Shade Akinbo (Federal University of Technology Akure Nigeria), Olabode Olatubosun and Emmanuel Ibam (Federal University of Technology Akure Nigeria)

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