SOL: safe on-node learning in cloud platforms

Author:

Wang Yawen1,Crankshaw Daniel2,Yadwadkar Neeraja J.3,Berger Daniel2,Kozyrakis Christos1,Bianchini Ricardo2

Affiliation:

1. Stanford University, USA

2. Microsoft Research, USA

3. University of Texas at Austin, USA

Publisher

ACM

Reference38 articles.

1. 2006. SPEC JBB2000 . https://spec.org/jbb 2000 / Retrieved in January 2021 2006. SPEC JBB2000. https://spec.org/jbb2000/ Retrieved in January 2021

2. 2020. Torchserve. https://pytorch.org/serve/ Retrieved in January 2021 2020. Torchserve. https://pytorch.org/serve/ Retrieved in January 2021

3. 2020. Vowpal Wabbit . https://github.com/VowpalWabbit/vowpal_wabbit/wiki Retrieved in January 2021 2020. Vowpal Wabbit. https://github.com/VowpalWabbit/vowpal_wabbit/wiki Retrieved in January 2021

4. Ravichandra Addanki , Shaileshh Bojja Venkatakrishnan , Shreyan Gupta , Hongzi Mao , and Mohammad Alizadeh . 2018 . Placeto: Efficient progressive device placement optimization . In Machine Learning for Systems Workshop at the 32nd Conference on Neural Information Processing Systems. Ravichandra Addanki, Shaileshh Bojja Venkatakrishnan, Shreyan Gupta, Hongzi Mao, and Mohammad Alizadeh. 2018. Placeto: Efficient progressive device placement optimization. In Machine Learning for Systems Workshop at the 32nd Conference on Neural Information Processing Systems.

5. TFX

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