tf.data service

Author:

Audibert Andrew1ORCID,Chen Yang1ORCID,Graur Dan2ORCID,Klimovic Ana2ORCID,Šimša Jiří1ORCID,Thekkath Chandramohan A.1ORCID

Affiliation:

1. Google

2. ETH Zürich

Publisher

ACM

Reference77 articles.

1. 2022. Apache Beam: An advanced unified programming model. https://beam.apache.org/. 2022. Apache Beam: An advanced unified programming model. https://beam.apache.org/.

2. 2022. Apache Flume. https://flume.apache.org/. 2022. Apache Flume. https://flume.apache.org/.

3. Martin Abadi , Paul Barham , Jianmin Chen , Zhifeng Chen , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Geoffrey Irving , Michael Isard , Manjunath Kudlur , Josh Levenberg , Rajat Monga , Sherry Moore , Derek G. Murray , Benoit Steiner , Paul Tucker , Vijay Vasudevan , Pete Warden , Martin Wicke , Yuan Yu , and Xiaoqiang Zheng . 2016 . TensorFlow: A system for large-scale machine learning . In Proc. of OSDI. https://www.usenix.org/system/files/conference/osdi16/osdi16-abadi.pdf Martin Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, Manjunath Kudlur, Josh Levenberg, Rajat Monga, Sherry Moore, Derek G. Murray, Benoit Steiner, Paul Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng. 2016. TensorFlow: A system for large-scale machine learning. In Proc. of OSDI. https://www.usenix.org/system/files/conference/osdi16/osdi16-abadi.pdf

4. Amazon. 2022. Amazon EC2 Pricing. https://aws.amazon.com/ec2/pricing/. Amazon. 2022. Amazon EC2 Pricing. https://aws.amazon.com/ec2/pricing/.

5. Amazon. 2022. Amazon EC2 Pricing. https://aws.amazon.com/ec2/instance-types/. Amazon. 2022. Amazon EC2 Pricing. https://aws.amazon.com/ec2/instance-types/.

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Selective Preprocessing Offloading Framework for Reducing Data Traffic in DL Training;Proceedings of the 16th ACM Workshop on Hot Topics in Storage and File Systems;2024-07-08

2. PreSto: An In-Storage Data Preprocessing System for Training Recommendation Models;2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA);2024-06-29

3. FPGA-Accelerated Data Preprocessing for Personalized Recommendation Systems;IEEE Computer Architecture Letters;2024-01

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