JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu-Reference-Cited by-同舟云学术

JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu

Published:2021-08-14 Issue: Volume: Page:
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Container-title:Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining
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Author:

Liu Hao¹,Gao Qian¹,Li Jiang¹,Liao Xiaochao¹,Xiong Hao¹,Chen Guangxing¹,Wang Wenlin¹,Yang Guobao¹,Zha Zhiwei¹,Dong Daxiang²,Dou Dejing¹,Xiong Haoyi¹

Affiliation:

1. Baidu, Inc., Beijing, China

2. Baidu Inc., Beijing, China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3447548.3467146

Reference37 articles.

1. SIMD programming using Intel vector extensions

2. A (1+1)-CMA-ES for constrained optimisation

3. Brian Babcock Mayur Datar and Rajeev Motwani. 2007. Load shedding in data stream systems. In Data Streams. 127--147. Brian Babcock Mayur Datar and Rajeev Motwani. 2007. Load shedding in data stream systems. In Data Streams. 127--147.

4. 150 Successful Machine Learning Models

5. Jake Brutlag. 2009. Speed Matters for Google Web Search. https://services.google.com/fh/files/blogs/google_delayexp.pdf Jake Brutlag. 2009. Speed Matters for Google Web Search. https://services.google.com/fh/files/blogs/google_delayexp.pdf

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