Will AIGC Requires Disruptive Optical Interconnect Technologies
As one of the key enabling technologies for industry 4.0, Artificial Intelligence (AI) has been a hot topic and attracted lots of attention in past decades in both academia and industries. With the recent emergence of ChatGPT, generative AI (AIGC) has made headlines everywhere. The generative AI, which allows for the creation of the original content by learning from existing data with machines, may revolutionize industries and transform the way companies operate in the near future.
With unprecedented amounts of computing power required, AIGC may reshape the IT infrastructure as well. It has been shown that the total amount of computing power for large model training has been doubling every three to four months, much faster than Moore’s law. Massive parallelism has to be used to provide such high computing power due to the speed limit of a single GPU chip, generating huge demands for optical interconnects, which has been manifested by recent demand surge for optical transceivers in the market.
Will AIGC requires significantly different optical interconnect technologies than current ones on form factors, bandwidth density, power consumption, latency et al? Can current optical interconnect technologies accommodate the AIGC demands? Will disruptive optical interconnect technologies be needed? This workshop will bring together experts from hyperscalers, AIGC service providers, optical interconnects.
Chongjin Xie, Alibaba
Ning Liu, Soochow University
Ming Tang, Huazhong University of Science and Technology
Binzhang Fu, Alibaba
Jiansheng Feng, Tencent
QInfen Hao, Institute of Computing Technology, Chinese Academy of Sciences
Stefanos Dris, NVIDIA
Jiangwei Man, HiSilicon Optoelectronics
Brad Booth, Hyperphotonix
Ying Huang, Raintree Photonics
Gangxiang Shen, Soochow University
Weixing Gai, Peking University
Diogo Costa, Ipronics
Manish Mehta, Broadcom
Guangwei Hu, Nanyang Technological University