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Jiri Simsa
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A case for disaggregation of ML data processing


Oct 28, 2022
Andrew Audibert, Yang Chen, Dan Graur, Ana Klimovic, Jiri Simsa, Chandramohan A. Thekkath

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Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines


Nov 07, 2021
Michael Kuchnik, Ana Klimovic, Jiri Simsa, George Amvrosiadis, Virginia Smith

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tf.data: A Machine Learning Data Processing Framework


Feb 23, 2021
Derek G. Murray, Jiri Simsa, Ana Klimovic, Ihor Indyk

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Towards ML Engineering: A Brief History Of TensorFlow Extended (TFX)


Oct 07, 2020
Konstantinos, Katsiapis, Abhijit Karmarkar, Ahmet Altay, Aleksandr Zaks, Neoklis Polyzotis, Anusha Ramesh, Ben Mathes, Gautam Vasudevan, Irene Giannoumis, Jarek Wilkiewicz, Jiri Simsa, Justin Hong, Mitch Trott, Noé Lutz, Pavel A. Dournov, Robert Crowe, Sarah Sirajuddin, Tris Brian Warkentin, Zhitao Li

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* 16 pages 
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