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EduHPC-25: Workshop on Education for High Performance Computing
DescriptionThe EduHPC workshop welcomes manuscripts from academia, industry, and national laboratories on topics including HPC, PDC, data science, scalable artificial intelligence and machine learning, and the Internet of Things and Edge computing (IoT/Edge). These topics relate to education at both the undergraduate and graduate levels, as well as professional training and workforce development. Given the increasing relevance of AI workloads on HPC systems, this edition of the workshop will particularly emphasize ML pedagogy. Historically, the workshop has accepted contributions from fields such as CS, CSE, DS, and computational courses across STEM and non-STEM disciplines. The workshop aims to foster collaboration among stakeholders within the SC context. It is a platform for discussing pedagogical challenges, solutions, and opportunities for HPC/PDC/DS/AI/ML/IoT education. Activities at the workshop include paper presentations, invited keynotes, panels on topics like sustainability and reproducibility in technical education, and special sessions for sharing resources and opportunities for collaboration.
Event Type
Workshop
TimeSunday, 16 November 20259:00am - 5:30pm CST
Location261
Recordings
Livestreamed
Recorded
Registration Categories
TP
W
Presentations
9:00am - 9:05am CSTEduHPC-25: Workshop on Education for High Performance Computing
9:05am - 9:20am CSTHybrid GPU Programming Education with Python and C++: Preferences, Performance and Common Python Pitfalls
Author/Presenter
9:20am - 9:35am CSTAn Interactive Agentic HPC Tutor for Lesson Planning, Teaching, and Assessment
9:35am - 9:50am CSTTeaching Task-Based Parallel Programming with a Runtime Systems-Aware Perspective
Author/Presenter
9:50am - 10:00am CSTPaper Session 1 Q&A
10:00am - 10:30am CSTMorning Break - EduHPC-25
10:30am - 10:45am CSTGPU Programming for AI Workflow Development on AWS SageMaker: An Instructional Approach
10:45am - 11:00am CSTThe Cost of Teaching Operational ML
11:00am - 11:15am CSTA Model for Teaching Machine Learning, Deep Learning, and Research Computing to Domain Scientists on HPC Resources
11:15am - 11:30am CSTPaper Session 2 Q&A
11:30am - 11:35am CSTPeachy Parallel Assignments (EduHPC 2025)
11:35am - 11:40am CSTScalable Softmax for Efficient Attention: Parallel and Distributed Strategies
11:40am - 11:45am CSTA Parallel Structured Grid Assignment with Visualization
Author/Presenter
11:45am - 11:50am CSTFlood simulation: An assignment for OpenMP, MPI, and CUDA/HIP/OpenCL
11:50am - 12:00pm CSTPeachy Q&A
12:00pm - 12:30pm CSTTCPP Curriculum Initiative
12:30pm - 2:00pm CSTLunch break (on your own)
2:00pm - 3:00pm CSTInvited Talk: DK Panda "How to Educate HPC-Enabled AI and Data Science to Students and Professionals in a Holistic Manner?"
3:00pm - 3:30pm CSTAfternoon Break - EduHPC-25
3:30pm - 3:45pm CSTMicrocredentials for Open Hardware and HPC Workforce Development: The Openchip Approach with RISC-V Ecosystem
3:45pm - 4:00pm CSTFrom Soil to Software: Experience from a STEM Workshop on Smart Plant Care and Teachable Machines
4:00pm - 4:15pm CST“Offloading” Undergraduate Research to the Graphics Processing Unit for Acceleration
Author/Presenters
4:15pm - 4:30pm CSTPaper Session 3 Q&A
4:30pm - 4:36pm CSTFrom CPU to GPU: Transforming STEM Education with Parallelism
4:36pm - 4:42pm CSTToward Practical HPC Education with MCJ-CloudHub
4:42pm - 4:48pm CSTNational Data Platform's Education Hub
4:48pm - 5:00pm CSTLightning Talks Q&A
5:00pm - 5:30pm CSTAnnouncement and closeout
Presenter