Call for Papers

Topics will include but will not be limited to:

AI and HPC Convergence: Application of AI techniques to accelerate scientific computing and enhance HPC workflows; integration of machine learning and data-driven methods into traditional simulation pipelines.;

Heterogeneous Architectures for HPC and AI: Design, deployment, and utilization of diverse compute platforms including GPUs, TPUs, FPGAs, neuromorphic processors, quantum devices, and domain-specific accelerators in high-performance environments.;

Programming Models and Portability: Frameworks, languages, and tools that enable performance portability and efficient code execution across heterogeneous and evolving architectures.;

AI-Assisted System Optimization: Use of AI and machine learning for compiler optimizations, workload scheduling, autotuning, performance modeling, and intelligent resource management in complex systems;

Memory and Data Management: Innovations in hierarchical memory systems, data movement optimization, locality-aware computing, and high-performance I/O strategies tailored for heterogeneous platforms;

Energy Efficiency and Sustainable HPC: AI-enhanced techniques for reducing energy consumption, managing power-performance trade-offs, and enabling environmentally sustainable supercomputing;

Submission

Authors are invited to submit manuscripts in English structured as technical papers up to 6 pages 2-column pages, min 5 pages (U.S. letter – 8.5″x11″), excluding the bibliography, using the ACM proceedings template that is available at here. The manuscripts are single-blind. Word authors can use the “Interim Layout”. Submissions not conforming to these guidelines may be returned without review.

All manuscripts will be peer-reviewed and judged on correctness, originality, technical strength, and significance, quality of presentation, and interest and relevance to the workshop attendees. Submitted papers must represent original unpublished research that is not currently under review for any other conference or journal. Papers not following these guidelines will be rejected without review and further action may be taken, including (but not limited to) notifications sent to the heads of the institutions of the authors and sponsors of the conference. Submissions received after the due date, exceeding length limit, or not appropriately structured may also not be considered. At least one author of an accepted paper must register for and attend the workshop. Authors may contact the workshop organizers for more information.

Papers should be submitted electronically at: https://submissions.supercomputing.org, SC25 Workshop: ExHetAI'25: Workshop on Extreme Heterogeneity and AI Convergence in HPC".

The final papers will be published in the SC Workshops Proceedings.

Important Dates