From 5e89db73f2a52adf57aa13cb26771d59287e4a66 Mon Sep 17 00:00:00 2001 From: binhnguyennus Date: Sat, 28 Apr 2018 12:34:34 +0800 Subject: [PATCH] Scaling Experimentation Platform at Airbnb --- README.md | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 7daa3a1..de831aa 100644 --- a/README.md +++ b/README.md @@ -449,6 +449,9 @@ An updated and curated list of selected readings to illustrate High Scalability, * [RBEA: Real-time Analytics Platform at King](https://techblog.king.com/rbea-scalable-real-time-analytics-king/) * [Gimel: Analytics Data Processing Platform at PayPal](https://www.paypal-engineering.com/2018/04/17/gimel/) * [AthenaX: Streaming Analytics Platform at Uber](https://eng.uber.com/athenax/) + * [TensorFlowOnSpark: Distributed Deep Learning on Big Data Clusters at Yahoo](https://yahooeng.tumblr.com/post/157196488076/open-sourcing-tensorflowonspark-distributed-deep) + * [CaffeOnSpark: Distributed Deep Learning on Big Data Clusters at Yahoo](https://yahooeng.tumblr.com/post/139916828451/caffeonspark-open-sourced-for-distributed-deep) + * [Scaling Experimentation Platform at Airbnb](https://medium.com/airbnb-engineering/https-medium-com-jonathan-parks-scaling-erf-23fd17c91166) * [Distributed Machine Learning](https://www.csie.ntu.edu.tw/~cjlin/talks/bigdata-bilbao.pdf) * [AIOps in Practice at Baidu](https://www.usenix.org/conference/srecon17asia/program/presentation/qu) * [Scalable Deep Learning Platform on Spark at Baidu](https://www.slideshare.net/JenAman/scalable-deep-learning-platform-on-spark-in-baidu) @@ -456,9 +459,7 @@ An updated and curated list of selected readings to illustrate High Scalability, * [Horovod: Open Source Distributed Deep Learning Framework for TensorFlow at Uber](https://eng.uber.com/horovod/) * [COTA: Improving Customer Care with NLP & Machine Learning at Uber](https://eng.uber.com/cota/) * [Repo-Topix: Topic Extraction Framework at Github](https://githubengineering.com/topics/) - * [Scaling Gradient Boosted Trees for Click-Through-Rate Prediction at Yelp](https://engineeringblog.yelp.com/2018/01/building-a-distributed-ml-pipeline-part1.html) - * [TensorFlowOnSpark: Distributed Deep Learning on Big Data Clusters at Yahoo](https://yahooeng.tumblr.com/post/157196488076/open-sourcing-tensorflowonspark-distributed-deep) - * [CaffeOnSpark: Distributed Deep Learning on Big Data Clusters at Yahoo](https://yahooeng.tumblr.com/post/139916828451/caffeonspark-open-sourced-for-distributed-deep) + * [Scaling Gradient Boosted Trees for Click-Through-Rate Prediction at Yelp](https://engineeringblog.yelp.com/2018/01/building-a-distributed-ml-pipeline-part1.html) * [Learning with Privacy at Scale at Apple](https://machinelearning.apple.com/2017/12/06/learning-with-privacy-at-scale.html) * [Image Classification Experiment Using Deep Learning at Mercari](https://medium.com/mercari-engineering/mercaris-image-classification-experiment-using-deep-learning-9b4e994a18ec) * [Content-based Video Relevance Prediction at Hulu](https://medium.com/hulu-tech-blog/content-based-video-relevance-prediction-b2c448e14752) @@ -476,6 +477,7 @@ An updated and curated list of selected readings to illustrate High Scalability, * [Machine Learning at Jane Street](https://blog.janestreet.com/real-world-machine-learning-part-1/) * [Machine Learning for Ranking Answers End-to-End at Quora](https://engineering.quora.com/A-Machine-Learning-Approach-to-Ranking-Answers-on-Quora) * [Clustering Similar Stories Using LDA at Flipboard](http://engineering.flipboard.com/2017/02/storyclustering) + * [Similarity Search at Flickr](https://code.flickr.net/2017/03/07/introducing-similarity-search-at-flickr/) ## Architectures * [API Platform at Riot Games](https://engineering.riotgames.com/news/riot-games-api-deep-dive)