Release notes for DC/OS Data Science Engine version 1.0.0
This is the first release for DC/OS Data Science Engine.
DC/OS Data Science Engine was released on 6 August 2019.
DC/OS Data Science Engine works on any infrastructure (cloud, bare metal and virtual).
DC/OS Data Science Engine components
DC/OS Data Science Engine 1.0.0 includes the following components:
- Framework lifecycle for upgrades and updates
- 24/7 Mesosphere engineering support for all components included in the stack
- DC/OS Data Science Engine
- Spark and Spark History Server 2.4.0
- TensorFlow 1.13.1
- TensorFlow on Spark
- Tensorboard
- Integration to pool CPU and GPU compute resources in the entire cluster
- Easy configurable resource quota to dynamically share cluster resources
- Secure AuthN+Z to the Notebook UI with OpenID Connect
- Secured access to datasets on Kerberized HDFS and Authenticated S3 Buckets
- Pre-installed Python, R, Scala, and many more kernels
- Pre-installed Apache Toree kernels (Spark, R, Scala)
- Pre-installed popular Python and R libraries