GCA'24

The 9th International Workshop on GPU Computing and AI

To be held in conjunction with CANDAR'24.

Built for massive parallelism, General Purpose computing on Graphics Processing Unit (GPGPU) has superseded high-performance CPU in several important tasks, including computer graphics, physics calculations, encryption/decryption and scientific computations. Also, GPGPUs have been considered as a natural alternative to fulfill the computing needs for Artificial Intelligence and Machine Learning applications. Recent developments have shown intensive research activity in these fields.

The goal of this workshop is to provide a forum to discuss and evaluate emerging techniques, platforms and applications, capable of harvesting the power of current GPGPUs as well as to share new ideas from the research area of Artificial Intelligence. (The topic of this workshop is not only “Both GPU and AI”, but also “Either GPU or AI.”)

The GCA workshop seeks for high-quality papers on various topics, including but not limited to:

GPU computing
- GPU applications
- Computer graphics on GPUs
- GPU compilation
- GPU programming environments
- GPU power efficiency
- GPU architectures
- GPU theoretical computing models
- GPU benchmarking/measurements
- GPU embedded systems
- Multi-GPU systems
- GPU cluster
- Heterogeneous GPU platforms
- CPU-GPU cooperation
- CUDA/OpenCL/OpenACC
- Deep learning on GPUs

Artificial intelligence
- Artificial neural networks
- Big data analytics
- Data mining
- Deep learning
- Experts systems
- Fuzzy logic
- Machine learning
- Natural language processing
- Computer vision
- Reinforcement learning

Paper format

Regular paper: 5–7 pages
Poster paper: 3–4 pages

Organizers

Workshop co-chairs

Jacir L. Bordim (University of Brasilia)
Yasuaki Ito (Hiroshima University)

Program Committee

Eduardo Adilio Pelinson Alchieri (University of Brasília)
Toshio Endo (Tokyo Institute of Technology)
Marcos Fagundes Caetano (University of Brasília)
Ken-ichi Fukui (Osaka University)
Jing Gong (KTH Royal Institute of Technology)
Kohei Hatano (Kyushu University)
Takumi Honda (Fujitsu Limited)
Tsutomu Inamoto (Ehime University)
Humayun Kabir (Microsoft)
Krzysztof Kaczmarski (Warsaw University of Technology)
Kyeong Soo Kim (Xi'an Jiaotong-Liverpool University)
Kazuhiko Komatsu (Tohoku University)
Daniel Sundfeld Lima (University of Brasília)
Luiz Guerreiro Lopes (University of Madeira)
Takahiro Nishigaki (Takushoku University )
Tomonobu Ozaki (Nihon University)
Hiroyuki Sato (National Institute of Informatics)
Hiroyuki Sato (Iwate Prefectural University)
Kazem Shekofteh (Heidelberg University)
Takashi Shimokawabe (The University of Tokyo)
Ryousei Takano (National Institute of Advanced Industrial Science and Technology (AIST))
Nobuhiko Yamaguchi (Saga University)
Tetsuya Yoshida (Nara Women's University)

GCA'24

Paper format

Organizers

Workshop co-chairs

Program Committee

History of GCA