Cruise is a distributed machine learning (ML) framework with automatic system configuration, built on top of Apache REEF.
Currently, Cruise consists of a Parameter Server (
Cruise PS) for asynchronous ML training and a BSP-style engine (
Cruise Pregel) for processing data that we can represent as a graph.
ps: An asynchronous ML processing engine based on Parameter Server.
pregel: A BSP-style graph processing engines
elastic-tables: An Elastic Runtime that allows changing system configurations transparently at runtime.
- Java 8 JDK
- Maven 3
$ sudo apt-get install libgfortran3(Ubuntu)
How to build
git clone https://github.com/snuspl/cruise cd cruise mvn clean install
How to run
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