Lion: A GPU-Accelerated Online Serving System for Web-Scale Recommendation at Baidu

Author:

Liu Hao1,Gao Qian2,Liao Xiaochao2,Chen Guangxing2,Xiong Hao2,Ren Silin2,Yang Guobao2,Zha Zhiwei2

Affiliation:

1. HKUST(GZ), HKUST, Guangzhou, China

2. Baidu, Inc., Beijing, China

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference34 articles.

1. 2021. NVIDIA CUDA Toolkit v11.6.0. https://docs.nvidia.com/cuda/ 2021. NVIDIA CUDA Toolkit v11.6.0. https://docs.nvidia.com/cuda/

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4. Zhihao Bai , Zhen Zhang , Yibo Zhu , and Xin Jin . 2020 . PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications. In 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20) . 499--514. Zhihao Bai, Zhen Zhang, Yibo Zhu, and Xin Jin. 2020. PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications. In 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20). 499--514.

5. Taking AI to the edge: Google's TPU now comes in a maker-friendly package

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