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GPGPU 2025 : General Purpose Processing on Graphics Processing Units

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Conference Series : General Purpose Processing on Graphics Processing Units
 
Link: https://mocalabucm.github.io/gpgpu2025/
 
When Mar 1, 2025 - Mar 2, 2025
Where Las Vegas, NV
Submission Deadline Dec 2, 2024
Notification Due Jan 20, 2025
Final Version Due Feb 17, 2025
Categories    computer architecture   high performance computing   computer science   engineering
 

Call For Papers

Call for Papers for GPGPU-17: The 17th Workshop on General Purpose Processing using GPU
Held in cooperation with PPoPP’25
Half-Day Workshop (March 1 or 2, 2025)
Las Vegas, NV, USA

https://mocalabucm.github.io/gpgpu2025/


Overview:
GPUs are delivering more and more computing power required by modern
society. With the growing popularity of massively parallel devices,
users demand better performance, programmability, reliability, and
security. The goal of this workshop is to provide a forum to discuss
massively parallel applications, environments, platforms, and
architectures, as well as infrastructures that facilitate related
research.

Authors are invited to submit papers of original research in the
general area of GPU computing and architectures. Topics include, but
are not limited to:

- GPU Architecture and Hardware
- Next-generation GPU architectures
- Energy-efficient GPU designs
- Scalable multi-GPU systems
- GPU memory hierarchies and management
- Programming Models and Compilers
- High-level programming abstractions for GPUs
- Compiler optimizations for GPU codes
- Source-to-source translations and tools
- Debugging and profiling tools for GPUs
- GPU Algorithms and Data Structures
- Parallel algorithms tailored for GPUs
- Data structures optimized for GPU memory hierarchies
- Algorithmic primitives and building blocks
- Performance Optimization Techniques
- Performance modeling and benchmarking
- Auto-tuning and performance portability
- Techniques for reducing communication overheads
- GPU Applications
- Case studies of real-world GPU applications
- GPU applications in scientific computing, machine learning, large language models, graphics, and emerging field (e.g., quantum, neuromorphic, bioinformatics and genomics)
- Performance comparisons between GPU and other parallel computing platforms
- Integration of GPUs with Other Technologies
- GPU and FPGA co-processing
- Hybrid systems (e.g., CPU-GPU, GPU-TPU integration)
- Cloud-based GPU computing
- Challenges and Future Trends
- Reliability and fault tolerance in GPU systems
- Security and privacy concerns in GPU computing
- The future of heterogeneity in computing platforms
- GPU programming and architecture education

Important Dates (Tentative) (11:59 pm, Anywhere on Earth)
Papers due: December 2, 2024
Notification: January 20, 2025
Final paper due: February 17, 2025

Submission Guidelines
Full paper submissions must be in PDF format for A4 or US letter-size
paper. They must not exceed 6 pages (excluding references) in standard
ACM two-column sigplan format (review mode, sigplan template). Authors
can select if they want to reveal their identity in the submission.

Templates for ACM format are available for Microsoft Word, and LaTeX
at: https://www.acm.org/publications/proceedings-template.

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