How Tik-Tok Wins The Social Media Recommendation System War

ByteDance TouTiao Recommendation System Design

ByteDance (owner and operator of Tik-Tok and TouTiao) released its recommendation system design for its TouTiao app on 2018-01-16. Here, we will try to interpret how TouTiao’s recommendation model work under the hood. Our conjecture is that ByteDance a very similar recommendation system architecture for Tik-Tok. [Read More]

Serve Keras Model with Tensorflow Serving On AWS Sagemaker

Part II - Deploying Keras Model on Sagemaker using Docker and Tensorflow Serving

In Part I of the series, we converted a Keras models into a Tensorflow servable saved_model format and serve and test the model locally using tensorflow_model_server. Now we should put it in a Docker container and launch it to outer space AWS Sagemaker. The process will be propelled by lots... [Read More]