Glint – Asynchronous Parameter Servers

Glint is a high-performance Scala parameter server built using Akka. The aim is to make it easy to develop efficient distributed machine learning algorithms using the parameter server architecture as a consistency model. One of the major goals is compatibility with Spark.

Check it out on GitHub.

If you would like to refer to the dataset, it was originally described and used in: