Jiri Simsa

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 6

Top Topics

Computer Systems

Statistical Methods

Machine Learning

Data Processing

Top Venues

Proc. VLDB Endow.

Publications

Michael Kuchnik, Ana Klimovic, Jiri Simsa, Virginia Smith, George Amvrosiadis
Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines. MLSys (2022)
Andrew Audibert, Yang Chen, Dan Graur, Ana Klimovic, Jiri Simsa, Chandramohan A. Thekkath
A case for disaggregation of ML data processing. CoRR (2022)
Michael Kuchnik, Ana Klimovic, Jiri Simsa, George Amvrosiadis, Virginia Smith
Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines. CoRR (2021)
Derek Gordon Murray, Jiri Simsa, Ana Klimovic, Ihor Indyk
tf.data: A Machine Learning Data Processing Framework. Proc. VLDB Endow. 14 (12) (2021)
Derek Gordon Murray, Jiri Simsa, Ana Klimovic, Ihor Indyk
tf.data: A Machine Learning Data Processing Framework. CoRR (2021)
Konstantinos Katsiapis, Abhijit Karmarkar, Ahmet Altay, Aleksandr Zaks, Neoklis Polyzotis, Anusha Ramesh, Ben Mathes, Gautam Vasudevan, Irene Giannoumis, Jarek Wilkiewicz, Jiri Simsa, Justin Hong, Mitchell Trott, Noé Lutz, Pavel A. Dournov, Robert Crowe, Sarah Sirajuddin, Tris Brian Warkentin, Zhitao Li
Towards ML Engineering: A Brief History Of TensorFlow Extended (TFX). CoRR (2020)