Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Jiri Simsa

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


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


  Access Paper or Ask Questions

tf.data: A Machine Learning Data Processing Framework


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


  Access Paper or Ask Questions

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

* 16 pages 

  Access Paper or Ask Questions