New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

TFX: A TensorFlow-Based Production-Scale Machine Learning Platform (KDD2017) #486

Open
hurutoriya opened this Issue Nov 6, 2017 · 0 comments

Comments

Projects
None yet
1 participant
@hurutoriya
Contributor

hurutoriya commented Nov 6, 2017

一言でいうと

TensorFlowを基盤にしたプロダクション環境でスケーリングするプラットフォーム、TFXを提案。
実験では、Google Playのメインページで表示するレコメンドアプリのランキングをTFXで運用し、アプリのインストール率2%を向上させた。

論文リンク

http://stevenwhang.com/tfx_paper.pdf

著者/所属機関

Denis Baylor, Eric Breck, Heng-Tze Cheng, Noah Fiedel, Chuan Yu Foo, Zakaria Haque,
Salem Haykal, Mustafa Ispir, Vihan Jain, Levent Koc, Chiu Yuen Koo, Lukasz Lew,
Clemens Mewald, Akshay Naresh Modi, Neoklis Polyzotis, Sukriti Ramesh, Sudip Roy,
Steven Euijong Whang, Martin Wicke, Jarek Wilkiewicz, Xin Zhang, Martin Zinkevich
Google Inc.∗

投稿日付(yyyy/MM/dd)

概要

新規性・差分

手法

結果

コメント

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment